Yonina C. Eldar

1099 papers A* 7A 1B 46C 7Misc 159Journal 737Unranked 135
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Tutorial on MIMO-OFDM ISAC: From Far-Field to Near-Field.
IEEE Commun. Surv. Tutorials
Qianglong Dai, Yong Zeng, Huizhi Wang, Changsheng You, Chao Zhou, Hongqiang Cheng, Xiaoli Xu, Shi Jin, A. Lee Swindlehurst, Yonina C. Eldar, Robert Schober, Rui Zhang, Xiaohu You
2026 J jnl
An Integrated Sensing and Communication System for Time-Sensitive Targets With Random Arrivals.
IEEE J. Sel. Areas Commun.
Homa Nikbakht, Yonina C. Eldar, H. Vincent Poor
2026 J jnl
Bayesian Signal Component Decomposition via Diffusion-within-Gibbs Sampling.
CoRR
Yi Zhang, Rui Guo, Yonina C. Eldar
2026 J jnl
Compressed BC-LISTA via Low-Rank Convolutional Decomposition.
CoRR
Han Wang, Yhonatan Kvich, Eduardo Pérez, Florian Römer, Yonina C. Eldar
2026 J jnl
Flexible Intelligent Metasurface-Aided Wireless Communications: Architecture and Performance.
IEEE Trans. Wirel. Commun.
Songjie Yang, Zihang Wan, Boyu Ning, Weidong Mei, Jiancheng An, Yonina C. Eldar, Chau Yuen
2026 J jnl
Fluid Antenna Systems Enabled by Reconfigurable Holographic Surfaces: Beamforming Design and Experimental Validation.
IEEE J. Sel. Areas Commun.
Shupei Zhang, Yuze Zhang, Hiroaki Hashida, Yonina C. Eldar, Marco Di Renzo, Boya Di
2026 J jnl
Guest Editorial: Special Issue on Recent Advances in Integrated Sensing and Communications - Part I.
IEEE J. Sel. Areas Commun.
Fan Liu, Christos Masouros, Jie Xu, Tony Xiao Han, Sang G. Kim, Yonina C. Eldar, Stefano Buzzi, Anna Guerra, Shinya Sugiura, Sundeep Prabhakar Chepuri, Xianghao Yu
2026 J jnl
Guest Editorial: Special Issue on Recent Advances in Integrated Sensing and Communications - Part II.
IEEE J. Sel. Areas Commun.
Fan Liu, Christos Masouros, Jie Xu, Tony Xiao Han, Sang G. Kim, Yonina C. Eldar, Stefano Buzzi, Anna Guerra, Shinya Sugiura, Sundeep Prabhakar Chepuri, Xianghao Yu
2026 J jnl
Guest Editorial: Special Issue on Recent Advances in Integrated Sensing and Communications - Part III.
IEEE J. Sel. Areas Commun.
Fan Liu, Christos Masouros, Jie Xu, Tony Xiao Han, Sang G. Kim, Yonina C. Eldar, Stefano Buzzi, Anna Guerra, Shinya Sugiura, Sundeep Prabhakar Chepuri, Xianghao Yu
2026 J jnl
Hybrid Near-Field and Far-Field Localization With Holographic MIMO.
IEEE Trans. Wirel. Commun.
Mengyuan Cao, Xu Liu, Haobo Zhang, Yonina C. Eldar, Hongliang Zhang
2026 J jnl
Intelligent Reflecting Surface-Based Localization of Mixed Near-Field and Far-Field Targets.
IEEE Trans. Wirel. Commun.
Weifeng Zhu, Qipeng Wang, Shuowen Zhang, Boya Di, Liang Liu, Yonina C. Eldar
2026 J jnl
Low-Complexity Iterative Precoding Design for Near-Field Multiuser Systems With Spatial Non-Stationarity.
IEEE Trans. Signal Process.
Mengyu Liu, Cunhua Pan, Kangda Zhi, Hong Ren, Cheng-Xiang Wang, Jiangzhou Wang, Yonina C. Eldar
2026 J jnl
Near-Field Time-Varying Channel: Analysis and Tracking.
IEEE Trans. Wirel. Commun.
Xing Zhang, Haiyang Zhang, Yonina C. Eldar
2026 A* conf
NeuPAN: Direct Point Robot Navigation with End-to-End Model-Based Learning (Abstract Reprint).
AAAI
Ruihua Han, Shuai Wang, Shuaijun Wang, Zeqing Zhang, Jianjun Chen, Shijie Lin, Chengyang Li, Chengzhong Xu, Yonina C. Eldar, Qi Hao, Jia Pan
2026 J jnl
Polarization-Aware Movable Antenna.
IEEE Trans. Wirel. Commun.
Runxin Zhang, Yulin Shao, Yonina C. Eldar
2026 J jnl
SGD-Based Knowledge Distillation with Bayesian Teachers: Theory and Guidelines.
CoRR
Itai Morad, Nir Shlezinger, Yonina C. Eldar
2026 J jnl
Sensing With Communication Signals: From Information Theory to Signal Processing.
IEEE J. Sel. Areas Commun.
Fan Liu, Ya-Feng Liu, Yuanhao Cui, Christos Masouros, Jie Xu, Tony Xiao Han, Stefano Buzzi, Yonina C. Eldar, Shi Jin
2026 J jnl
Source Localization for Extremely Large-Scale Antenna Arrays Under Spatial Non-Stationarity and Near-Field Effects.
IEEE Trans. Signal Process.
Xiaohuan Wu, Jin Qiu, Ji Sun, Wei Liu, Haiyang Zhang, Yonina C. Eldar
2026 J jnl
Task-Based Quantization for Channel Estimation in RIS Empowered mmWave Systems.
IEEE Trans. Commun.
Gyoseung Lee, In-Soo Kim, Yonina C. Eldar, A. Lee Swindlehurst, Hyeongtaek Lee, Minje Kim, Junil Choi
2026 J jnl
Wideband THz Multi-User Downlink Communications With Leaky Wave Antennas.
IEEE Trans. Wirel. Commun.
Natalie Lang, Yaela Gabay, Nir Shlezinger, Tirza Routtenberg, Yasaman Ghasempour, George C. Alexandropoulos, Yonina C. Eldar
2025 B conf
A MIMO ISAC System for Ultra-Reliable and Low-Latency Communications.
ISIT
Homa Nikbakht, Yonina C. Eldar, H. Vincent Poor
2025 J jnl
A MIMO ISAC System for Ultra-Reliable and Low-Latency Communications.
CoRR
Homa Nikbakht, Yonina C. Eldar, H. Vincent Poor
2025 J jnl
A New Paradigm of User-Centric Wireless Communication Driven by Large Language Models.
CoRR
Kuiyuan Ding, Caili Guo, Yang Yang, Wuxia Hu, Yonina C. Eldar
2025 J jnl
An Integrated Sensing and Communication System for Time-Sensitive Targets with Random Arrivals.
CoRR
Homa Nikbakht, Yonina C. Eldar, H. Vincent Poor
2025 J jnl
Artificial Intelligence-Aided Kalman Filters: AI-Augmented Designs for Kalman-Type Algorithms.
IEEE Signal Process. Mag.
Nir Shlezinger, Guy Revach, Anubhab Ghosh, Saikat Chatterjee, Shuo Tang, Tales Imbiriba, Jindrich Duník, Ondrej Straka, Pau Closas, Yonina C. Eldar
2025 J jnl
Beam Focusing for Near-Field Multi-User Localization.
IEEE Trans. Veh. Technol.
Qianyu Yang, Anna Guerra, Francesco Guidi, Nir Shlezinger, Haiyang Zhang, Davide Dardari, Baoyun Wang, Yonina C. Eldar
2025 J jnl
Channel Cycle Time: A New Measure of Short-Term Fairness.
IEEE Trans. Mob. Comput.
Pengfei Shen, Yulin Shao, Haoyuan Pan, Lu Lu, Yonina C. Eldar
2025 Misc conf
Clutter Resilient Occlusion Avoidance for Tightly-Coupled Motion-Assisted Detection.
ICASSP
Zhixuan Xie, Jianjun Chen, Guoliang Li, Shuai Wang, Kejiang Ye, Yonina C. Eldar, Chengzhong Xu
2025 J jnl
CmWave and Sub-THz: Key Radio Enablers and Complementary Spectrum for 6G.
IEEE Wirel. Commun.
Mayur V. Katwe, Aryan Kaushik, Keshav Singh, Marco Di Renzo, Shu Sun, Doohwan Lee, Ana García Armada, Yonina C. Eldar, Octavia A. Dobre, Theodore S. Rappaport
2025 J jnl
Combating Interference for Over-the-Air Federated Learning: A Statistical Approach via RIS.
CoRR
Wei Shi, Jiacheng Yao, Wei Xu, Jindan Xu, Xiaohu You, Yonina C. Eldar, Chunming Zhao
2025 J jnl
Combating Interference for Over-the-Air Federated Learning: A Statistical Approach via RIS.
IEEE Trans. Signal Process.
Wei Shi, Jiacheng Yao, Wei Xu, Jindan Xu, Xiaohu You, Yonina C. Eldar, Chunming Zhao
2025 J jnl
Communication-and-Energy Efficient Over-the-Air Federated Learning.
IEEE Trans. Wirel. Commun.
Yipeng Liang, Qimei Chen, Guangxu Zhu, Hao Jiang, Yonina C. Eldar, Shuguang Cui
2025 J jnl
Decentralized MIMO Systems With Imperfect CSI Using LMMSE Receivers.
IEEE J. Sel. Top. Signal Process.
Zeyan Zhuang, Xin Zhang, Dongfang Xu, Shenghui Song, Yonina C. Eldar
2025 J jnl
Deep Learning Empowered Super-Resolution: A Comprehensive Survey and Future Prospects.
CoRR
Le Zhang, Ao Li, Qibin Hou, Ce Zhu, Yonina C. Eldar
2025 Misc conf
Deep Unfolding of Full Waveform Inversion for Quantitative Ultrasound Imaging.
ICASSP
Niv Cohen, Yhonatan Kvich, Rui Guo, Yonina C. Eldar
2025 — conf
Deep Unfolding-Empowered mmWave Massive MIMO Joint Communications and Sensing.
JC&S
Nhan Thanh Nguyen, Ly Van Nguyen, Nir Shlezinger, Yonina C. Eldar, A. Lee Swindlehurst, Markku J. Juntti
2025 J jnl
Deep Unfolding: Recent Developments, Theory, and Design Guidelines.
CoRR
Nir Shlezinger, Santiago Segarra, Yi Zhang, Dvir Avrahami, Zohar Davidov, Tirza Routtenberg, Yonina C. Eldar
2025 J jnl
Deep-Learning-Empowered Super Resolution: A Comprehensive Survey and Future Prospects.
Proc. IEEE
Le Zhang, Ao Li, Qibin Hou, Ce Zhu, Yonina C. Eldar
2025 — conf
High Frequencies, Higher Potential: Redefining Movable Antennas with Polarization.
ICC
Runxin Zhang, Yulin Shao, Yonina C. Eldar
2025 J jnl
Holographic-Pattern-Based Multiuser Beam Training in RHS-Aided Hybrid Near-Field and Far-Field Communications.
IEEE Trans. Wirel. Commun.
Shupei Zhang, Boya Di, Aryan Kaushik, Yonina C. Eldar
2025 J jnl
Integrated Near Field Sensing and Communications Using Unitary Approximate Message Passing-Based Matrix Factorization.
IEEE Trans. Commun.
Zhengdao Yuan, Qinghua Guo, Yonina C. Eldar, Yonghui Li
2025 J jnl
Intelligent Reflecting Surface Based Localization of Mixed Near-Field and Far-Field Targets.
CoRR
Weifeng Zhu, Qipeng Wang, Shuowen Zhang, Boya Di, Liang Liu, Yonina C. Eldar
2025 J jnl
Joint Sensing, Communication, and Computation for Vertical Federated Edge Learning in Edge Perception Network.
CoRR
Xiaowen Cao, Dingzhu Wen, Suzhi Bi, Yuanhao Cui, Guangxu Zhu, Han Hu, Yonina C. Eldar
2025 J jnl
Learned Trimmed-Ridge Regression for Channel Estimation in Millimeter-Wave Massive MIMO.
IEEE Trans. Commun.
Pengxia Wu, Julian Cheng, Yonina C. Eldar, John M. Cioffi
2025 J jnl
Model-Driven Sensing-Node Selection and Power Allocation for Tracking Maneuvering Targets in Perceptive Mobile Networks.
IEEE Trans. Wirel. Commun.
Lei Xie, Hengtao He, Shenghui Song, Yonina C. Eldar
2025 Misc conf
Modulo Sampling and Recovery with Unknown and Time-Varying Folding Parameter.
ICASSP
Yhonatan Kvich, Alperen Yasar, Eyyup Tasci, Rabia Tugce Yazicigil, Yonina C. Eldar
2025 J jnl
Modulo Sampling: Performance Guarantees in the Presence of Quantization.
IEEE Trans. Signal Process.
Neil Irwin Bernardo, Shaik Basheeruddin Shah, Yonina C. Eldar
2025 J jnl
Movable Antenna-Aided Hybrid Beamforming for Multi-User Communications.
IEEE Trans. Veh. Technol.
Yichi Zhang, Yuchen Zhang, Lipeng Zhu, Sa Xiao, Wanbin Tang, Yonina C. Eldar, Rui Zhang
2025 J jnl
Multi-Functional RIS for Distributed Over-the-Air Computation in Base Station Free Environments.
IEEE Trans. Commun.
Ailing Zheng, Wanli Ni, Wen Wang, Hui Tian, Yonina C. Eldar, Chau Yuen
2025 — conf
Multi-Functional RIS for Distributed Over-the-Air Computation.
INFOCOM WKSHPS
Ailing Zheng, Wanli Ni, Wen Wang, Hui Tian, Yonina C. Eldar, Chau Yuen
2025 — conf
Multiuser Localization with Leaky Wave Antennas.
SPAWC
Yoni Bartal, Yasaman Ghasempour, George C. Alexandropoulos, Yonina C. Eldar, Tirza Routtenberg, Nir Shlezinger
2025 J jnl
Near-Field Beam Focusing for Wireless Power Transfer With Dynamic Metasurface Antennas.
IEEE Internet Things J.
Haiyang Zhang, Nir Shlezinger, Francesco Guidi, Anna Guerra, Davide Dardari, Mohammadreza F. Imani, Yonina C. Eldar
2025 B conf
Near-Field Integrated Sensing and Communication for Multi-Target Indication.
PIMRC
Hang Ruan, Homa Nikbakht, Ruizhi Zhang, Honglei Chen, Yonina C. Eldar
2025 J jnl
Near-Field Source Localization in 3-D Using Two Parallel Centrally Symmetric Unfold Coprime Array.
IEEE Trans. Wirel. Commun.
Hua Chen, Junjie Li, Songjie Yang, Wei Liu, Yonina C. Eldar, Chau Yuen
2025 J jnl
NeuPAN: Direct Point Robot Navigation With End-to-End Model-Based Learning.
IEEE Trans. Robotics
Ruihua Han, Shuai Wang, Shuaijun Wang, Zeqing Zhang, Jianjun Chen, Shijie Lin, Chengyang Li, Cheng-Zhong Xu, Yonina C. Eldar, Qi Hao, Jia Pan
2025 J jnl
O2SC: Realizing Channel-Adaptive Semantic Communication With One-Shot Online-Learning.
IEEE Trans. Commun.
Guangyi Zhang, Kai Kang, Yunlong Cai, Qiyu Hu, Yonina C. Eldar, A. Lee Swindlehurst
2025 J jnl
Optical Integrated Sensing and Communication With Light-Emitting Diode.
IEEE Internet Things J.
Runxin Zhang, Yulin Shao, Menghan Li, Lu Lu, Yonina C. Eldar
2025 Misc conf
Particle-based Data-driven Nonlinear State Estimation of Model-free Process from Nonlinear Measurements.
ICASSP
Anubhab Ghosh, Yonina C. Eldar, Saikat Chatterjee
2025 J jnl
Power-Efficient Sampling: Towards low-power analog-to-digital converters.
IEEE Signal Process. Mag.
Satish Mulleti, Timur Zirtiloglu, Arman Tan, Rabia Tugce Yazicigil, Yonina C. Eldar
2025 J jnl
RIS-Aided Beamforming Design for MIMO Systems via Unified Manifold Optimization.
IEEE Trans. Veh. Technol.
Kai Zhong, Jinfeng Hu, Huiyong Li, Ren Wang, Dongxu An, Gangyong Zhu, Kah Chan Teh, Cunhua Pan, Yonina C. Eldar
2025 Misc conf
RaLU-Net: Deep Unfolded Radar Localization of Humans for Precise Multi-Person Non-Contact Vital Signs Monitoring.
ICASSP
Yonathan Eder, Yhonatan Kvich, Rui Guo, Yonina C. Eldar
2025 J jnl
Robust Transceiver Design for Covert Integrated Sensing and Communications With Imperfect CSI.
IEEE Trans. Commun.
Yuchen Zhang, Wanli Ni, Jianquan Wang, Wanbin Tang, Min Jia, Yonina C. Eldar, Dusit Niyato
2025 J jnl
Semantic Communication Enabled Holographic Video Processing and Transmission.
CoRR
Jingkai Ying, Zhiyuan Qi, Yulong Feng, Zhijin Qin, Zhu Han, Rahim Tafazolli, Yonina C. Eldar
2025 J jnl
Sensing With Communication Signals: From Information Theory to Signal Processing.
CoRR
Fan Liu, Ya-Feng Liu, Yuanhao Cui, Christos Masouros, Jie Xu, Tony Xiao Han, Stefano Buzzi, Yonina C. Eldar, Shi Jin
2025 J jnl
Sparse Principal Component Analysis with Energy Profile Dependent Sample Complexity.
CoRR
Mengchu Xu, Jian Wang, Yonina C. Eldar
2025 J jnl
Task-Based Quantization for Channel Estimation in RIS Empowered MmWave Systems.
CoRR
Gyoseung Lee, In-Soo Kim, Yonina C. Eldar, A. Lee Swindlehurst, Hyeongtaek Lee, Minje Kim, Junil Choi
2025 J jnl
Time Encoding Quantization of Bandlimited and Finite-Rate-of-Innovation Signals.
IEEE Access
Hila Naaman, Neil Irwin Bernardo, Alejandro Cohen, Yonina C. Eldar
2025 J jnl
Two Birds with One Stone: Enhancing Communication and Sensing via Multi-Functional RIS.
IEEE Wirel. Commun.
Wanli Ni, Wen Wang, Ailing Zheng, Peng Wang, Changsheng You, Yonina C. Eldar, Dusit Niyato, Robert Schober
2025 J jnl
Unfolding for Symbol Detection in Task-Based Quantized MIMO Receivers.
IEEE Wirel. Commun. Lett.
Swati Bhattacharya, K. V. S. Hari, Yonina C. Eldar
2025 J jnl
Wasserstein Distributionally Robust Graph Learning via Algorithm Unrolling.
IEEE Trans. Signal Process.
Xiang Zhang, Yinfei Xu, Mingjie Shao, Yonina C. Eldar
2025 J jnl
pDANSE: Particle-based Data-driven Nonlinear State Estimation from Nonlinear Measurements.
CoRR
Anubhab Ghosh, Yonina C. Eldar, Saikat Chatterjee
2024 — conf
6D Movable Antenna-Aided Hybrid Beamforming for Multi-User Communications.
GLOBECOM (Workshops)
Yichi Zhang, Yuchen Zhang, Sa Xiao, Wanbin Tang, Yonina C. Eldar
2024 Misc conf
A Stochastic Gradient Approach for Communication Efficient Confederated Learning.
ICASSP
Bin Wang, Jun Fang, Hongbin Li, Yonina C. Eldar
2024 J jnl
AI-Aided Kalman Filters.
CoRR
Nir Shlezinger, Guy Revach, Anubhab Ghosh, Saikat Chatterjee, Shuo Tang, Tales Imbiriba, Jindrich Duník, Ondrej Straka, Pau Closas, Yonina C. Eldar
2024 J jnl
Adaptive Model Pruning and Personalization for Federated Learning Over Wireless Networks.
IEEE Trans. Signal Process.
Xiaonan Liu, Tharmalingam Ratnarajah, Mathini Sellathurai, Yonina C. Eldar
2024 Misc conf
Adaptive Sensor Selection with Deterministic Priors for DoA Tracking.
ICASSP
Kaushani Majumder, Sibi Raj B. Pillai, Yonina C. Eldar, Satish Mulleti
2024 J jnl
Adaptive and Flexible Model-Based AI for Deep Receivers in Dynamic Channels.
IEEE Wirel. Commun.
Tomer Raviv, Sangwoo Park, Osvaldo Simeone, Yonina C. Eldar, Nir Shlezinger
2024 — conf
Analog Beamforming for Wideband Secure Communications.
ICC Workshops
Yuchen Zhang, Haiyang Zhang, N. Wanli, Wanbin Tang, Yonina C. Eldar
2024 J jnl
Artificial Intelligence-Empowered Hybrid Multiple-input/multiple-output Beamforming: Learning to Optimize for High-Throughput Scalable MIMO.
IEEE Veh. Technol. Mag.
Nir Shlezinger, Mengyuan Ma, Ortal Lavi, Nhan Thanh Nguyen, Yonina C. Eldar, Markku J. Juntti
2024 — conf
Beam-Focusing for Near-Field ISAC Systems.
SPAWC
Ping Sun, Haiyang Zhang, Francesco Guidi, Davide Dardari, Baoyun Wang, Yonina C. Eldar
2024 J jnl
Beamforming in Integrated Sensing and Communication Systems With Reconfigurable Intelligent Surfaces.
IEEE Trans. Wirel. Commun.
R. S. Prasobh Sankar, Sundeep Prabhakar Chepuri, Yonina C. Eldar
2024 J jnl
Block Sparse Recovery With Redundant Measurement Matrices and Its Application in Frequency Agile Radar.
IEEE Trans. Aerosp. Electron. Syst.
Yuhan Li, Tianyao Huang, Yimin Liu, Xiqin Wang, Yonina C. Eldar
2024 B conf
Channel Cycle Time: A New Measure of Short-Term Fairness.
WCNC
Pengfei Shen, Yulin Shao, Haoyuan Pan, Lu Lu, Yonina C. Eldar
2024 J jnl
Clutter Resilient Occlusion Avoidance for Tightly-Coupled Motion-Assisted Detection.
CoRR
Zhixuan Xie, Jianjun Chen, Guoliang Li, Shuai Wang, Kejiang Ye, Yonina C. Eldar, Chengzhong Xu
2024 J jnl
Communication Efficient ConFederated Learning: An Event-Triggered SAGA Approach.
CoRR
Bin Wang, Jun Fang, Hongbin Li, Yonina C. Eldar
2024 J jnl
Communication Efficient ConFederated Learning: An Event-Triggered SAGA Approach.
IEEE Trans. Signal Process.
Bin Wang, Jun Fang, Hongbin Li, Yonina C. Eldar
2024 J jnl
Data-driven Bayesian State Estimation with Compressed Measurement of Model-free Process using Semi-supervised Learning.
CoRR
Anubhab Ghosh, Yonina C. Eldar, Saikat Chatterjee
2024 J jnl
Decentralized MIMO Systems with LMMSE Receivers and Imperfect CSI.
CoRR
Zeyan Zhuang, Xin Zhang, Dongfang Xu, Shenghui Song, Yonina C. Eldar
2024 J jnl
Deep Internal Learning: Deep learning from a single input.
IEEE Signal Process. Mag.
Tom Tirer, Raja Giryes, Se Young Chun, Yonina C. Eldar
2024 J jnl
Deep Unfolding Transformers for Sparse Recovery of Video.
IEEE Trans. Signal Process.
Brent De Weerdt, Yonina C. Eldar, Nikos Deligiannis
2024 J jnl
Deep, Convergent, Unrolled Half-Quadratic Splitting for Image Deconvolution.
IEEE Trans. Computational Imaging
Yanan Zhao, Yuelong Li, Haichuan Zhang, Vishal Monga, Yonina C. Eldar
2024 Misc conf
Digital Task-Oriented Communication with Hardware-Limited Task-Based Quantization.
ICASSP
Wuxia Hu, Yang Yang, Yonina C. Eldar, Chunyan Feng, Caili Guo
2024 J jnl
Editorial Introduction for the Special Issue on Intelligent Signal Processing and Learning for Next Generation Multiple Access.
IEEE J. Sel. Top. Signal Process.
Wei Chen, Yuanwei Liu, Hamid Jafarkhani, Yonina C. Eldar, Peiying Zhu, Khaled B. Letaief
2024 — conf
Efficient Convolutional Forward Modeling and Sparse Coding in Multichannel Imaging.
EUSIPCO
Han Wang, Yhonatan Kvich, Eduardo Pérez, Florian Römer, Yonina C. Eldar
2024 J jnl
Energy Sharing and Performance Bounds in MIMO DFRC Systems: A Trade-Off Analysis.
IET Signal Process.
Ziheng Zheng, Xiang Liu, Tianyao Huang, Yimin Liu, Yonina C. Eldar
2024 J jnl
FedSL: Federated Split Learning for Collaborative Healthcare Analytics on Resource-Constrained Wearable IoMT Devices.
IEEE Internet Things J.
Wanli Ni, Huiqing Ao, Hui Tian, Yonina C. Eldar, Dusit Niyato
2024 J jnl
FedXPro: Bayesian Inference for Mitigating Poisoning Attacks in IoT Federated Learning.
IEEE Internet Things J.
Pubudu L. Indrasiri, Dinh C. Nguyen, Bipasha Kashyap, Pubudu N. Pathirana, Yonina C. Eldar
2024 J jnl
Federated Learning from Heterogeneous Data via Controlled Air Aggregation with Bayesian Estimation.
IEEE Trans. Signal Process.
Tomer Gafni, Kobi Cohen, Yonina C. Eldar
2024 J jnl
Guest Editorial: Federated Learning for Industrial Internet of Things.
IEEE Internet Things Mag.
Dinh C. Nguyen, Viet Quoc Pham, Seyyedali Hosseinalipour, Zehui Xiong, Tuan M. Hoang Trong, Yonina C. Eldar
2024 J jnl
Guest Editorial: Sustainable Big AI Model for Wireless Networks.
IEEE Wirel. Commun.
Zhaoyang Zhang, Mérouane Debbah, Yonina C. Eldar, Dinh Thai Hoang, Wen Tong, Kai-Kit Wong
2024 J jnl
Hardware Implementation of Task-Based Quantization in Multiuser Signal Recovery.
IEEE Trans. Ind. Electron.
Xing Zhang, Haiyang Zhang, Nimrod Glazer, Oded Cohen, Eliya Reznitskiy, Shlomi Savariego, Moshe Namer, Yonina C. Eldar
2024 J jnl
Hardware Prototype of a Time-Encoding Sub-Nyquist ADC.
IEEE Trans. Instrum. Meas.
Hila Naaman, Nimrod Glazer, Moshe Namer, Daniel Bilik, Shlomi Savariego, Yonina C. Eldar
2024 J jnl
High accurate detection method for aortic valve opening of seismocardiography signals.
Biomed. Signal Process. Control.
Chundi Zheng, Weiming Peng, Tianyao Huang, Yonina C. Eldar, Meiyi Yu
2024 J jnl
Holographic Imaging With XL-MIMO and RIS: Illumination and Reflection Design.
IEEE J. Sel. Top. Signal Process.
Giulia Torcolacci, Anna Guerra, Haiyang Zhang, Francesco Guidi, Qianyu Yang, Yonina C. Eldar, Davide Dardari
2024 J jnl
Hybrid Near-Far Field Channel Estimation for Holographic MIMO Communications.
CoRR
Shaohua Yue, Shuhao Zeng, Liang Liu, Yonina C. Eldar, Boya Di
2024 J jnl
Hybrid Near-Far Field Channel Estimation for Holographic MIMO Communications.
IEEE Trans. Wirel. Commun.
Shaohua Yue, Shuhao Zeng, Liang Liu, Yonina C. Eldar, Boya Di
2024 J jnl
Hybrid RIS-Assisted MIMO Dual-Function Radar-Communication System.
IEEE Trans. Signal Process.
Zhuoyang Liu, Haiyang Zhang, Tianyao Huang, Feng Xu, Yonina C. Eldar
2024 J jnl
Hybrid Reconfigurable Intelligent Metasurfaces: Enabling Simultaneous Tunable Reflections and Sensing for 6G Wireless Communications.
IEEE Veh. Technol. Mag.
George C. Alexandropoulos, Nir Shlezinger, Idban Alamzadeh, Mohammadreza F. Imani, Haiyang Zhang, Yonina C. Eldar
2024 J jnl
Integrated Near Field Sensing and Communications Using Unitary Approximate Message Passing Based Matrix Factorization.
CoRR
Zhengdao Yuan, Qinghua Guo, Yonina C. Eldar, Yonghui Li
2024 J jnl
Interpretable Neural Networks for Video Separation: Deep Unfolding RPCA With Foreground Masking.
IEEE Trans. Image Process.
Boris Joukovsky, Yonina C. Eldar, Nikos Deligiannis
2024 J jnl
Joint Communications and Sensing Hybrid Beamforming Design via Deep Unfolding.
IEEE J. Sel. Top. Signal Process.
Nhan Thanh Nguyen, Ly Van Nguyen, Nir Shlezinger, Yonina C. Eldar, A. Lee Swindlehurst, Markku J. Juntti
2024 J jnl
Kernel Based Reconstruction for Generalized Graph Signal Processing.
IEEE Trans. Signal Process.
Xingchao Jian, Wee Peng Tay, Yonina C. Eldar
2024 Misc conf
Leaky Waveguide Antennas for Downlink Wideband THz Communications.
ICASSP
Yaela Gabay, Nir Shlezinger, Tirza Routtenberg, Yasaman Ghasempour, George C. Alexandropoulos, Yonina C. Eldar
2024 J jnl
Learned Trimmed-Ridge Regression for Channel Estimation in Millimeter-Wave Massive MIMO.
CoRR
Pengxia Wu, Julian Cheng, Yonina C. Eldar, John M. Cioffi
2024 Misc conf
Localization and Tracking of Gold Nanoparticles Using mmWave FMCW Radar.
ICASSP
Yonathan Eder, Ravit Abel, Avi Schroeder, Yonina C. Eldar
2024 J jnl
MSE-Based Training and Transmission Optimization for MIMO ISAC Systems.
CoRR
Zhenyao He, Wei Xu, Hong Shen, Yonina C. Eldar, Xiaohu You
2024 J jnl
MSE-Based Training and Transmission Optimization for MIMO ISAC Systems.
IEEE Trans. Signal Process.
Zhenyao He, Hong Shen, Wei Xu, Yonina C. Eldar, Xiaohu You
2024 B conf
Model-Driven Sensing-Node Selection for Maneuvering Target Tracking.
WCNC
Lei Xie, Shenghui Song, Yonina C. Eldar
2024 Misc conf
Modulo Sampling and Recovery in Shift-Invariant Spaces.
ICASSP
Yhonatan Kvich, Yonina C. Eldar
2024 J jnl
Modulo Sampling of FRI Signals.
IEEE Access
Satish Mulleti, Yonina C. Eldar
2024 B conf
Modulo Sampling with 1-Bit Side Information: Performance Guarantees in the Presence of Quantization.
ISIT
Neil Irwin Bernardo, Shaik Basheeruddin Shah, Yonina C. Eldar
2024 J jnl
Movable Antenna-Aided Hybrid Beamforming for Multi-User Communications.
CoRR
Yichi Zhang, Yuchen Zhang, Lipeng Zhu, Sa Xiao, Wanbin Tang, Yonina C. Eldar, Rui Zhang
2024 J jnl
Multi-Functional RIS: Signal Modeling and Optimization.
IEEE Trans. Veh. Technol.
Ailing Zheng, Wanli Ni, Wen Wang, Hui Tian, Yonina C. Eldar, Dusit Niyato
2024 J jnl
Multi-Functional Reconfigurable Intelligent Surface: System Modeling and Performance Optimization.
IEEE Trans. Wirel. Commun.
Wen Wang, Wanli Ni, Hui Tian, Yonina C. Eldar, Rui Zhang
2024 — conf
Multimodal Learning for Integrated Sensing and Communication Networks.
EUSIPCO
Xiaonan Liu, Tharmalingam Ratnarajah, Mathini Sellathurai, Yonina C. Eldar
2024 J jnl
Near-Field 3D Localization via MIMO Radar: Cramér-Rao Bound Analysis and Estimator Design.
IEEE Trans. Signal Process.
Haocheng Hua, Jie Xu, Yonina C. Eldar
2024 J jnl
Near-Field Sparse Channel Representation and Estimation in 6G Wireless Communications.
IEEE Trans. Commun.
Xing Zhang, Haiyang Zhang, Yonina C. Eldar
2024 J jnl
Near-Field Wideband Secure Communications: An Analog Beamfocusing Approach.
IEEE Trans. Signal Process.
Yuchen Zhang, Haiyang Zhang, Sa Xiao, Wanbin Tang, Yonina C. Eldar
2024 J jnl
NeuPAN: Direct Point Robot Navigation with End-to-End Model-based Learning.
CoRR
Ruihua Han, Shuai Wang, Shuaijun Wang, Zeqing Zhang, Jianjun Chen, Shijie Lin, Chengyang Li, Chengzhong Xu, Yonina C. Eldar, Qi Hao, Jia Pan
2024 J jnl
Next-Generation Multiple Access for Integrated Sensing and Communications.
Proc. IEEE
Yaxi Liu, Tianyao Huang, Fan Liu, Dingyou Ma, Wei Huangfu, Yonina C. Eldar
2024 B conf
Non-Linear Analog Processing Gains in Task-Based Quantization.
ISIT
Marian Temprana Alonso, Farhad Shirani, Neil Irwin Bernardo, Yonina C. Eldar
2024 J jnl
Non-Linear Analog Processing Gains in Task-Based Quantization.
CoRR
Marian Temprana Alonso, Farhad Shirani, Neil Irwin Bernardo, Yonina C. Eldar
2024 J jnl
On the Learning of Digital Self-Interference Cancellation in Full-Duplex Radios.
IEEE Wirel. Commun.
Jungyeon Kim, Hyowon Lee, Heedong Do, Jinseok Choi, Jeonghun Park, Wonjae Shin, Yonina C. Eldar, Namyoon Lee
2024 — conf
Optical Integrated Sensing and Communication with Light-Emitting Diode.
ICC Workshops
Runxin Zhang, Yulin Shao, Menghan Li, Lu Lu, Yonina C. Eldar
2024 J jnl
Optimization Guarantees of Unfolded ISTA and ADMM Networks With Smooth Soft-Thresholding.
IEEE Trans. Signal Process.
Shaik Basheeruddin Shah, Pradyumna Pradhan, Wei Pu, Ramunaidu Randhi, Miguel R. D. Rodrigues, Yonina C. Eldar
2024 — conf
Partial Model Pruning and Personalization for Wireless Federated Learning.
SPAWC
Xiaonan Liu, Tharmalingam Ratnarajah, Mathini Sellathurai, Yonina C. Eldar
2024 J jnl
Performance Analysis of RIS-Aided Index Modulation With Greedy Detection Over Rician Fading Channels.
IEEE Trans. Wirel. Commun.
Aritra Basu, Soumya P. Dash, Aryan Kaushik, Debasish Ghose, Marco Di Renzo, Yonina C. Eldar
2024 J jnl
Polarization Aware Movable Antenna.
CoRR
Runxin Zhang, Yulin Shao, Yonina C. Eldar
2024 J jnl
Pragmatic Communication in Multi-Agent Collaborative Perception.
CoRR
Yue Hu, Xianghe Pang, Xiaoqi Qin, Yonina C. Eldar, Siheng Chen, Ping Zhang, Wenjun Zhang
2024 J jnl
Precoding for Multi-Cell ISAC: From Coordinated Beamforming to Coordinated Multipoint and Bi-Static Sensing.
IEEE Trans. Wirel. Commun.
Nithin Babu, Christos Masouros, Constantinos B. Papadias, Yonina C. Eldar
2024 J jnl
Precoding for Multi-Cell ISAC: from Coordinated Beamforming to Coordinated Multipoint and Bi-Static Sensing.
CoRR
Nithin Babu, Christos Masouros, Constantinos B. Papadias, Yonina C. Eldar
2024 J jnl
Proximal Gradient-Based Unfolding for Massive Random Access in IoT Networks.
IEEE Trans. Wirel. Commun.
Yinan Zou, Yong Zhou, Xu Chen, Yonina C. Eldar
2024 — conf
RIS-Empowered Near-Field Imaging in NLOS Scenarios.
ICC Workshops
Giulia Torcolacci, Anna Guerra, Haiyang Zhang, Francesco Guidi, Qianyu Yang, Yonina C. Eldar, Davide Dardari
2024 J jnl
Real-Time Model-Based Quantitative Ultrasound and Radar.
CoRR
Tom Sharon, Yonina C. Eldar
2024 J jnl
Real-Time Model-Based Quantitative Ultrasound and Radar.
IEEE Trans. Computational Imaging
Tom Sharon, Yonina C. Eldar
2024 Misc conf
Recursive-Tail-Fista for Sparse Signal Recovery.
ICASSP
Pradyumna Pradhan, Shaik Basheeruddin Shah, Ramunaidu Randhi, Yonina C. Eldar
2024 J jnl
Reshaping the ISAC Tradeoff Under OFDM Signaling: A Probabilistic Constellation Shaping Approach.
IEEE Trans. Signal Process.
Zhen Du, Fan Liu, Yifeng Xiong, Tony Xiao Han, Yonina C. Eldar, Shi Jin
2024 J jnl
Self-STORM: Deep Unrolled Self-Supervised Learning for Super-Resolution Microscopy.
CoRR
Yair Ben Sahel, Yonina C. Eldar
2024 J jnl
Signal Detection in MIMO Systems With Hardware Imperfections: Message Passing on Neural Networks.
IEEE Trans. Wirel. Commun.
Dawei Gao, Qinghua Guo, Guisheng Liao, Yonina C. Eldar, Yonghui Li, Yanguang Yu, Branka Vucetic
2024 J jnl
Signal Processing and Learning for Next Generation Multiple Access in 6G.
IEEE J. Sel. Top. Signal Process.
Wei Chen, Yuanwei Liu, Hamid Jafarkhani, Yonina C. Eldar, Peiying Zhu, Khaled B. Letaief
2024 Misc conf
Sparse Channel Representation and Estimation in Near Field Communications.
ICASSP
Xing Zhang, Haiyang Zhang, Yonina C. Eldar
2024 J jnl
Spectrum Breathing: Protecting Over-the-Air Federated Learning Against Interference.
IEEE Trans. Wirel. Commun.
Zhanwei Wang, Kaibin Huang, Yonina C. Eldar
2024 J jnl
Task-Oriented Sensing, Computation, and Communication Integration for Multi-Device Edge AI.
IEEE Trans. Wirel. Commun.
Dingzhu Wen, Peixi Liu, Guangxu Zhu, Yuanming Shi, Jie Xu, Yonina C. Eldar, Shuguang Cui
2024 J jnl
Two Birds With One Stone: Enhancing Communication and Sensing via Multi-Functional RIS.
CoRR
Wanli Ni, Wen Wang, Ailing Zheng, Peng Wang, Changsheng You, Yonina C. Eldar, Dusit Niyato, Robert Schober
2024 Misc conf
Unitary Approximate Message Passing for Matrix Factorization.
ICASSP
Zhengdao Yuan, Qinghua Guo, Yonina C. Eldar, Yonghui Li
2024 J jnl
Unrolled denoising networks provably learn optimal Bayesian inference.
CoRR
Aayush Karan, Kulin Shah, Sitan Chen, Yonina C. Eldar
2024 A* conf
Unrolled denoising networks provably learn to perform optimal Bayesian inference.
NeurIPS
Aayush Karan, Kulin Shah, Sitan Chen, Yonina C. Eldar
2023 J jnl
25 Years of Signal Processing Advances for Multiantenna Communications.
CoRR
Emil Björnson, Yonina C. Eldar, Erik G. Larsson, Angel Lozano, H. Vincent Poor
2023 J jnl
6G Wireless Communications: From Far-Field Beam Steering to Near-Field Beam Focusing.
IEEE Commun. Mag.
Haiyang Zhang, Nir Shlezinger, Francesco Guidi, Davide Dardari, Yonina C. Eldar
2023 B conf
A Convergent Neural Network for Non-Blind Image Deblurring.
ICIP
Yanan Zhao, Yuelong Li, Haichuan Zhang, Vishal Monga, Yonina C. Eldar
2023 J jnl
A hardware prototype of wideband high-dynamic range analog-to-digital converter.
IET Circuits Devices Syst.
Satish Mulleti, Eliya Reznitskiy, Shlomi Savariego, Moshe Namer, Nimrod Glazer, Yonina C. Eldar
2023 J jnl
AI-Empowered Hybrid MIMO Beamforming.
CoRR
Nir Shlezinger, Mengyuan Ma, Ortal Lavi, Nhan Thanh Nguyen, Yonina C. Eldar, Markku J. Juntti
2023 J jnl
Adaptive and Flexible Model-Based AI for Deep Receivers in Dynamic Channels.
CoRR
Tomer Raviv, Sangwoo Park, Osvaldo Simeone, Yonina C. Eldar, Nir Shlezinger
2023 J jnl
Channel Estimation With Hybrid Reconfigurable Intelligent Metasurfaces.
IEEE Trans. Commun.
Haiyang Zhang, Nir Shlezinger, George C. Alexandropoulos, Avner Shultzman, Idban Alamzadeh, Mohammadreza F. Imani, Yonina C. Eldar
2023 — conf
Channel Estimation for RIS-Aided Communication Systems: A Task-Based Quantization Approach.
ISWCS
Gyoseung Lee, In-Soo Kim, Yonina C. Eldar, A. Lee Swindlehurst, Junil Choi
2023 J jnl
Channel Estimation with Dynamic Metasurface Antennas via Model-Based Learning.
CoRR
Xiangyu Zhang, Haiyang Zhang, Luxi Yang, Yonina C. Eldar
2023 J jnl
Collaborative Sensing in Perceptive Mobile Networks: Opportunities and Challenges.
IEEE Wirel. Commun.
Lei Xie, Shenghui Song, Yonina C. Eldar, Khaled B. Letaief
2023 J jnl
Communication-Efficient Distributed Learning: An Overview.
IEEE J. Sel. Areas Commun.
Xuanyu Cao, Tamer Basar, Suhas N. Diggavi, Yonina C. Eldar, Khaled B. Letaief, H. Vincent Poor, Junshan Zhang
2023 J jnl
Deep Internal Learning: Deep Learning from a Single Input.
CoRR
Tom Tirer, Raja Giryes, Se Young Chun, Yonina C. Eldar
2023 J jnl
Deep Unfolding Hybrid Beamforming Designs for THz Massive MIMO Systems.
CoRR
Nhan Thanh Nguyen, Mengyuan Ma, Nir Shlezinger, Yonina C. Eldar, A. Lee Swindlehurst, Markku J. Juntti
2023 J jnl
Deep Unfolding Hybrid Beamforming Designs for THz Massive MIMO Systems.
IEEE Trans. Signal Process.
Nhan Thanh Nguyen, Mengyuan Ma, Ortal Lavi, Nir Shlezinger, Yonina C. Eldar, A. Lee Swindlehurst, Markku J. Juntti
2023 Misc conf
Deep Unfolding-Enabled Hybrid Beamforming Design for mmWave Massive MIMO Systems.
ICASSP
Nhan Thanh Nguyen, Mengyuan Ma, Nir Shlezinger, Yonina C. Eldar, A. Lee Swindlehurst, Markku J. Juntti
2023 — conf
DeepCut: Unsupervised Segmentation using Graph Neural Networks Clustering.
ICCV (Workshops)
Amit Aflalo, Shai Bagon, Tamar Kashti, Yonina C. Eldar
2023 J jnl
Design and Analysis of Hardware-Limited Non-Uniform Task-Based Quantizers.
IEEE Trans. Signal Process.
Neil Irwin Bernardo, Jingge Zhu, Yonina C. Eldar, Jamie S. Evans
2023 Misc conf
Designing Transformer Networks for Sparse Recovery of Sequential Data Using Deep Unfolding.
ICASSP
Brent De Weerdt, Yonina C. Eldar, Nikos Deligiannis
2023 J jnl
Direction Finding in Partly Calibrated Arrays Exploiting the Whole Array Aperture.
IEEE Trans. Aerosp. Electron. Syst.
Guangbin Zhang, Tianyao Huang, Yimin Liu, Xiqin Wang, Yonina C. Eldar
2023 J jnl
Edge Accelerated Robot Navigation with Hierarchical Motion Planning.
CoRR
Guoliang Li, Ruihua Han, Shuai Wang, Fei Gao, Yonina C. Eldar, Chengzhong Xu
2023 J jnl
Edge Learning for B5G Networks With Distributed Signal Processing: Semantic Communication, Edge Computing, and Wireless Sensing.
IEEE J. Sel. Top. Signal Process.
Wei Xu, Zhaohui Yang, Derrick Wing Kwan Ng, Marco Levorato, Yonina C. Eldar, Mérouane Debbah
2023 J jnl
FedFM: Anchor-Based Feature Matching for Data Heterogeneity in Federated Learning.
IEEE Trans. Signal Process.
Rui Ye, Zhenyang Ni, Chenxin Xu, Jianyu Wang, Siheng Chen, Yonina C. Eldar
2023 J jnl
Federated Deep Learning Meets Autonomous Vehicle Perception: Design and Verification.
IEEE Netw.
Shuai Wang, Chengyang Li, Derrick Wing Kwan Ng, Yonina C. Eldar, H. Vincent Poor, Qi Hao, Cheng-Zhong Xu
2023 J jnl
Full-Duplex Communication for ISAC: Joint Beamforming and Power Optimization.
IEEE J. Sel. Areas Commun.
Zhenyao He, Wei Xu, Hong Shen, Derrick Wing Kwan Ng, Yonina C. Eldar, Xiaohu You
2023 A* conf
Generalization and Estimation Error Bounds for Model-based Neural Networks.
ICLR
Avner Shultzman, Eyar Azar, Miguel R. D. Rodrigues, Yonina C. Eldar
2023 J jnl
Generalization and Estimation Error Bounds for Model-based Neural Networks.
CoRR
Avner Shultzman, Eyar Azar, Miguel R. D. Rodrigues, Yonina C. Eldar
2023 J jnl
Graph Signal Sampling Under Stochastic Priors.
IEEE Trans. Signal Process.
Junya Hara, Yuichi Tanaka, Yonina C. Eldar
2023 J jnl
Guest Editorial Communication-Efficient Distributed Learning Over Networks.
IEEE J. Sel. Areas Commun.
Xuanyu Cao, Tamer Basar, Suhas N. Diggavi, Yonina C. Eldar, Khaled B. Letaief, H. Vincent Poor, Junshan Zhang
2023 J jnl
Guest Editorial Distributed Signal Processing for Edge Learning in B5G IoT Networks.
IEEE J. Sel. Top. Signal Process.
Wei Xu, Derrick Wing Kwan Ng, Marco Levorato, Yonina C. Eldar, Mérouane Debbah
2023 J jnl
Guest Editorial: Semantic Communications: Transmission Beyond Shannon.
IEEE Commun. Mag.
Geoffrey Ye Li, Yonina C. Eldar, Arash Behboodi, Guangyi Liu
2023 Misc conf
Hardware-Limited Non-Uniform Task-Based Quantizers.
ICASSP
Neil Irwin Bernardo, Jingge Zhu, Yonina C. Eldar, Jamie S. Evans
2023 Misc conf
High-Dynamic Range ADC for Finite-Rate-of-Innovation Signals.
ICASSP
Satish Mulleti, Yonina C. Eldar
2023 J jnl
High-Order Cumulants Based Sparse Array Design Via Fractal Geometries - Part I: Structures and DOFs.
IEEE Trans. Signal Process.
Zixiang Yang, Qing Shen, Wei Liu, Yonina C. Eldar, Wei Cui
2023 J jnl
High-Order Cumulants Based Sparse Array Design Via Fractal Geometries - Part II: Robustness and Mutual Coupling.
IEEE Trans. Signal Process.
Zixiang Yang, Qing Shen, Wei Liu, Yonina C. Eldar, Wei Cui
2023 — conf
Hybrid RIS-Assisted MIMO Integrated Sensing and Communication System.
GLOBECOM (Workshops)
Zhuoyang Liu, Haiyang Zhang, Tianyao Huang, Feng Xu, Yonina C. Eldar
2023 J jnl
Integrated Sensing and Communications With Reconfigurable Intelligent Surfaces: From signal modeling to processing.
IEEE Signal Process. Mag.
Sundeep Prabhakar Chepuri, Nir Shlezinger, Fan Liu, George C. Alexandropoulos, Stefano Buzzi, Yonina C. Eldar
2023 Misc conf
Integrated Sensing and Full-Duplex Communication: Joint Transceiver Beamforming and Power Allocation.
ICASSP
Zhenyao He, Wei Xu, Hong Shen, Derrick Wing Kwan Ng, Yonina C. Eldar, Xiaohu You
2023 J jnl
Integrated sensing and full-duplex communication: Joint transceiver beamforming and power allocation.
CoRR
Zhenyao He, Wei Xu, Hong Shen, Derrick Wing Kwan Ng, Yonina C. Eldar, Xiaohu You
2023 J jnl
Intelligent Reflecting Surface Enabled Sensing: Cramér-Rao Bound Optimization.
IEEE Trans. Signal Process.
Xianxin Song, Jie Xu, Fan Liu, Tony Xiao Han, Yonina C. Eldar
2023 J jnl
Interception Probability Versus Capacity in Wideband Systems: The Benefits of Peaky Signaling.
IEEE Access
Diana Cristina González, Claudio Ferreira Dias, Eduardo Rodrigues de Lima, Yonina C. Eldar, Muriel Médard, Michel Daoud Yacoub
2023 — conf
Joint Channel Estimation and Symbol Detection in Overloaded MIMO Using ADMM.
SSP
Swati Bhattacharya, K. V. S. Hari, Yonina C. Eldar
2023 J jnl
Joint Communications and Sensing Hybrid Beamforming Design via Deep Unfolding.
CoRR
Nhan Thanh Nguyen, Ly Van Nguyen, Nir Shlezinger, Yonina C. Eldar, A. Lee Swindlehurst, Markku J. Juntti
2023 Misc conf
Joint Microstrip Selection and Beamforming Design for MmWave Systems with Dynamic Metasurface Antennas.
ICASSP
Wei Huang, Haiyang Zhang, Nir Shlezinger, Yonina C. Eldar
2023 — conf
Joint Radar and Communication Receiver Processing Based on Sparse Bayesian Learning.
ICASSP Workshops
Honghao Li, Tianyao Huang, Yu Zhang, Yimin Liu, Yonina C. Eldar
2023 Misc conf
Lasso-Based Fast Residual Recovery For Modulo Sampling.
ICASSP
Shaik Basheeruddin Shah, Satish Mulleti, Yonina C. Eldar
2023 J jnl
Learning to Estimate Without Bias.
IEEE Trans. Signal Process.
Tzvi Diskin, Yonina C. Eldar, Ami Wiesel
2023 J jnl
Learning to Sample: Data-Driven Sampling and Reconstruction of FRI Signals.
IEEE Access
Satish Mulleti, Haiyang Zhang, Yonina C. Eldar
2023 J jnl
Learning-Based Reconstruction of FRI Signals.
IEEE Trans. Signal Process.
Vincent C. H. Leung, Junjie Huang, Yonina C. Eldar, Pier Luigi Dragotti
2023 J jnl
Model-Based Deep Learning.
Found. Trends Signal Process.
Nir Shlezinger, Yonina C. Eldar
2023 J jnl
Model-Based Deep Learning.
Proc. IEEE
Nir Shlezinger, Jay Whang, Yonina C. Eldar, Alexandros G. Dimakis
2023 J jnl
Model-Driven Sensing-Node Selection and Power Allocation for Tracking Maneuvering Targets in Perceptive Mobile Networks.
CoRR
Lei Xie, Shenghui Song, Yonina C. Eldar
2023 Misc conf
Multi-Functional Reconfigurable Intelligent Surface.
ICASSP
Wen Wang, Wanli Ni, Hui Tian, Yonina C. Eldar
2023 J jnl
Multi-Functional Reconfigurable Intelligent Surface: System Modeling and Performance Optimization.
CoRR
Wen Wang, Wanli Ni, Hui Tian, Yonina C. Eldar, Rui Zhang
2023 J jnl
Multiuser MIMO Wideband Joint Communications and Sensing System With Subcarrier Allocation.
IEEE Trans. Signal Process.
Nhan Thanh Nguyen, Nir Shlezinger, Yonina C. Eldar, Markku J. Juntti
2023 J jnl
Near-Field 3D Localization via MIMO Radar: Cramér-Rao Bound Analysis and Estimator Design.
CoRR
Haocheng Hua, Jie Xu, Yonina C. Eldar
2023 J jnl
Near-Field Beamforming for STAR-RIS Networks.
CoRR
Haochen Li, Yuanwei Liu, Xidong Mu, Yue Chen, Zhiwen Pan, Yonina C. Eldar
2023 Misc conf
Near-field Localization with Dynamic Metasurface Antennas.
ICASSP
Qianyu Yang, Anna Guerra, Francesco Guidi, Nir Shlezinger, Haiyang Zhang, Davide Dardari, Baoyun Wang, Yonina C. Eldar
2023 Misc conf
Neural Maximum-a-Posteriori Beamforming for Ultrasound Imaging.
ICASSP
Ben Luijten, Boudewine W. Ossenkoppele, Nico de Jong, Martin D. Verweij, Yonina C. Eldar, Massimo Mischi, Ruud J. G. van Sloun
2023 J jnl
Numerical evaluation on sub-Nyquist spectrum reconstruction methods.
Frontiers Comput. Sci.
Zihang Song, Han Zhang, Sean Fuller, Andrew Lambert, Zhinong Ying, Petri Mähönen, Yonina C. Eldar, Shuguang Cui, Mark D. Plumbley, Clive Parini, Arumugam Nallanathan, Yue Gao
2023 — conf
One-shot Learning for Channel Estimation in Massive MIMO Systems.
VTC2023-Spring
Kai Kang, Qiyu Hu, Yunlong Cai, Yonina C. Eldar
2023 J jnl
Online Meta-Learning for Hybrid Model-Based Deep Receivers.
IEEE Trans. Wirel. Commun.
Tomer Raviv, Sangwoo Park, Osvaldo Simeone, Yonina C. Eldar, Nir Shlezinger
2023 J jnl
Optimization Guarantees of Unfolded ISTA and ADMM Networks With Smooth Soft-Thresholding.
CoRR
Shaik Basheeruddin Shah, Pradyumna Pradhan, Wei Pu, Ramunaidu Randhi, Miguel R. D. Rodrigues, Yonina C. Eldar
2023 J jnl
Optimization-based decoding of Imaging Spatial Transcriptomics data.
Bioinform.
John P. Bryan, Loïc Binan, Cai McCann, Yonina C. Eldar, Samouil L. Farhi, Brian Cleary
2023 J jnl
Physics-Embedded Machine Learning for Electromagnetic Data Imaging: Examining three types of data-driven imaging methods.
IEEE Signal Process. Mag.
Rui Guo, Tianyao Huang, Maokun Li, Haiyang Zhang, Yonina C. Eldar
2023 — conf
Probabilistic Constellation Shaping for OFDM-Based ISAC Signaling.
GLOBECOM (Workshops)
Zhen Du, Fan Liu, Yifeng Xiong, Tony Xiao Han, Weijie Yuan, Yuanhao Cui, Changhua Yao, Yonina C. Eldar
2023 J jnl
RDA: An Accelerated Collision Free Motion Planner for Autonomous Navigation in Cluttered Environments.
IEEE Robotics Autom. Lett.
Ruihua Han, Shuai Wang, Shuaijun Wang, Zeqing Zhang, Qianru Zhang, Yonina C. Eldar, Qi Hao, Jia Pan
2023 J jnl
RIS-Aided Index Modulation with Greedy Detection over Rician Fading Channels.
CoRR
Aritra Basu, Soumya P. Dash, Aryan Kaushik, Debasish Ghose, Marco Di Renzo, Yonina C. Eldar
2023 J jnl
RTSNet: Learning to Smooth in Partially Known State-Space Models.
IEEE Trans. Signal Process.
Guy Revach, Xiaoyong Ni, Nir Shlezinger, Ruud J. G. van Sloun, Yonina C. Eldar
2023 J jnl
Robust Transceiver Design for Covert Integrated Sensing and Communications With Imperfect CSI.
CoRR
Yuchen Zhang, Wanli Ni, Jianquan Wang, Wanbin Tang, Min Jia, Yonina C. Eldar, Dusit Niyato
2023 B conf
Robust Transceiver Design for ISAC with Imperfect CSI.
GLOBECOM
Yuchen Zhang, Wanli Ni, Wanbin Tang, Yonina C. Eldar, Dusit Niyato
2023 Misc conf
Semi-Federated Learning for Edge Intelligence with Imperfect SIC.
ICASSP
Wanli Ni, Jingheng Zheng, Yonina C. Eldar, Changsheng You, Kaibin Huang
2023 J jnl
Seventy Years of Radar and Communications: The road from separation to integration.
IEEE Signal Process. Mag.
Fan Liu, Le Zheng, Yuanhao Cui, Christos Masouros, Athina P. Petropulu, Hugh D. Griffiths, Yonina C. Eldar
2023 J jnl
Signal Processing and Learning for Next Generation Multiple Access in 6G.
CoRR
Wei Chen, Yuanwei Liu, Hamid Jafarkhani, Yonina C. Eldar, Peiying Zhu, Khaled B. Letaief
2023 Misc conf
Sparse Non-Contact Multiple People Localization and Vital Signs Monitoring Via FMCW Radar.
ICASSP
Yonathan Eder, Zhuoyang Liu, Yonina C. Eldar
2023 J jnl
Sparsity-Based Multi-Person Non-Contact Vital Signs Monitoring via FMCW Radar.
IEEE J. Biomed. Health Informatics
Yonathan Eder, Yonina C. Eldar
2023 B conf
Spectrum Breathing: A Spectrum-Efficient Method for Protecting Over-the-Air Federated Learning Against Interference.
GLOBECOM
Zhanwei Wang, Kaibin Huang, Yonina C. Eldar
2023 J jnl
Spectrum Breathing: Protecting Over-the-Air Federated Learning Against Interference.
CoRR
Zhanwei Wang, Kaibin Huang, Yonina C. Eldar
2023 J jnl
Split-KalmanNet: A Robust Model-Based Deep Learning Approach for State Estimation.
IEEE Trans. Veh. Technol.
Geon Choi, Jeonghun Park, Nir Shlezinger, Yonina C. Eldar, Namyoon Lee
2023 — conf
Task-Oriented Sensing, Computation, and Communication Integration for Multi-Device Edge AI.
ICC
Dingzhu Wen, Peixi Liu, Guangxu Zhu, Yuanming Shi, Jie Xu, Yonina C. Eldar, Shuguang Cui
2023 — conf
Task-Specific Low-Power Beamforming MIMO Receiver Using 2-Bit Analog-to-Digital Converters.
A-SSCC
Timur Zirtiloglu, Peter Crary, Eyyup Tasci, Arslan Riaz, Yonina C. Eldar, Nir Shlezinger, Rabia Tugce Yazicigil
2023 J jnl
Tensor Robust Principal Component Analysis From Multilevel Quantized Observations.
IEEE Trans. Inf. Theory
Jianjun Wang, Jingyao Hou, Yonina C. Eldar
2023 J jnl
Time-Domain Channel Estimation for Extremely Large MIMO THz Communications with Beam Squint.
CoRR
Evangelos Vlachos, Aryan Kaushik, Yonina C. Eldar, George C. Alexandropoulos
2023 J jnl
Twenty-Five Years of Signal Processing Advances for Multiantenna Communications: From theory to mainstream technology.
IEEE Signal Process. Mag.
Emil Björnson, Yonina C. Eldar, Erik G. Larsson, Angel Lozano, H. Vincent Poor
2023 J jnl
UAV-Mounted Multi-Functional RIS for Combating Eavesdropping in Wireless Networks.
IEEE Wirel. Commun. Lett.
Wen Wang, Wanli Ni, Hui Tian, Yonina C. Eldar, Dusit Niyato
2023 J jnl
Unfolding for Joint Channel Estimation and Symbol Detection in MIMO Communication Systems.
CoRR
Swati Bhattacharya, K. V. S. Hari, Yonina C. Eldar
2023 J jnl
Unrolled Compressed Blind-Deconvolution.
IEEE Trans. Signal Process.
Bahareh Tolooshams, Satish Mulleti, Demba E. Ba, Yonina C. Eldar
2022 — conf
A Sequence-Based Compressed Sensing Receiver for Impulsive Frequency Shift Keying.
SPAWC
Kathleen Yang, Diana Cristina González, Yonina C. Eldar, Muriel Médard
2022 J jnl
Bayesian Estimation of Graph Signals.
IEEE Trans. Signal Process.
Ariel Kroizer, Tirza Routtenberg, Yonina C. Eldar
2022 J jnl
Beam Focusing for Near-Field Multiuser MIMO Communications.
IEEE Trans. Wirel. Commun.
Haiyang Zhang, Nir Shlezinger, Francesco Guidi, Davide Dardari, Mohammadreza F. Imani, Yonina C. Eldar
2022 J jnl
Beamforming in Integrated Sensing and Communication Systems with Reconfigurable Intelligent Surfaces.
CoRR
R. S. Prasobh Sankar, Sundeep Prabhakar Chepuri, Yonina C. Eldar
2022 — conf
BiTAT: Neural Network Binarization with Task-Dependent Aggregated Transformation.
ECCV Workshops (7)
Geon Park, Jaehong Yoon, Haiyang Zhang, Xing Zhang, Sung Ju Hwang, Yonina C. Eldar
2022 J jnl
BiTAT: Neural Network Binarization with Task-dependent Aggregated Transformation.
CoRR
Geon Park, Jaehong Yoon, Haiyang Zhang, Xing Zhang, Sung Ju Hwang, Yonina C. Eldar
2022 J jnl
Capacity Bounds for One-Bit MIMO Gaussian Channels With Analog Combining.
IEEE Trans. Commun.
Neil Irwin Bernardo, Jingge Zhu, Yonina C. Eldar, Jamie S. Evans
2022 J jnl
Capacity Bounds for One-Bit MIMO Gaussian Channels with Analog Combining.
CoRR
Neil Irwin Bernardo, Jingge Zhu, Yonina C. Eldar, Jamie S. Evans
2022 J jnl
Channel Estimation with Hybrid Reconfigurable Intelligent Metasurfaces.
CoRR
Haiyang Zhang, Nir Shlezinger, George C. Alexandropoulos, Idban Alamzadeh, Mohammadreza F. Imani, Yonina C. Eldar
2022 — conf
CoBAAF: Controlled Bayesian Air Aggregation Federated Learning from Heterogeneous Data.
Allerton
Tomer Gafni, Kobi Cohen, Yonina C. Eldar
2022 J jnl
Collaborative Sensing in Perceptive Mobile Networks: Opportunities and Challenges.
CoRR
Lei Xie, Shenghui Song, Yonina C. Eldar, Khaled B. Letaief
2022 J jnl
Community Inference From Partially Observed Graph Signals: Algorithms and Analysis.
IEEE Trans. Signal Process.
Hoi-To Wai, Yonina C. Eldar, Asuman E. Ozdaglar, Anna Scaglione
2022 J jnl
Compressed IF-TEM: Time Encoding Analog-To-Digital Compression.
CoRR
Saar Tarnopolsky, Hila Naaman, Yonina C. Eldar, Alejandro Cohen
2022 J jnl
Cramér-Rao Bound Optimization for Joint Radar-Communication Beamforming.
IEEE Trans. Signal Process.
Fan Liu, Ya-Feng Liu, Ang Li, Christos Masouros, Yonina C. Eldar
2022 J jnl
Data and Physics Driven Learning Models for Fast MRI - Fundamentals and Methodologies from CNN, GAN to Attention and Transformers.
CoRR
Jiahao Huang, Yingying Fang, Yang Nan, Huanjun Wu, Yinzhe Wu, Zhifan Gao, Yang Li, Zidong Wang, Pietro Liò, Daniel Rueckert, Yonina C. Eldar, Guang Yang
2022 J jnl
Deep Learning Based Successive Interference Cancellation for the Non-Orthogonal Downlink.
CoRR
Thien Van Luong, Nir Shlezinger, Chao Xu, Tiep Minh Hoang, Yonina C. Eldar, Lajos Hanzo
2022 J jnl
Deep Learning Based Successive Interference Cancellation for the Non-Orthogonal Downlink.
IEEE Trans. Veh. Technol.
Thien Van Luong, Nir Shlezinger, Chao Xu, Tiep Minh Hoang, Yonina C. Eldar, Lajos Hanzo
2022 Misc conf
Deep Proximal Unfolding For Image Recovery from Under-Sampled Channel Data in Intravascular Ultrasound.
ICASSP
Nishith Chennakeshava, Tristan S. W. Stevens, Frederik J. de Bruijn, Andrew Hancock, Martin Pekar, Yonina C. Eldar, Massimo Mischi, Ruud J. G. van Sloun
2022 J jnl
Deep Task-Based Analog-to-Digital Conversion.
CoRR
Nir Shlezinger, Ariel Amar, Ben Luijten, Ruud J. G. van Sloun, Yonina C. Eldar
2022 J jnl
Deep Task-Based Analog-to-Digital Conversion.
IEEE Trans. Signal Process.
Nir Shlezinger, Ariel Amar, Ben Luijten, Ruud J. G. van Sloun, Yonina C. Eldar
2022 J jnl
Deep Unfolding With Normalizing Flow Priors for Inverse Problems.
IEEE Trans. Signal Process.
Xinyi Wei, Hans Van Gorp, Lizeth Gonzalez-Carabarin, Daniel Freedman, Yonina C. Eldar, Ruud J. G. van Sloun
2022 J jnl
Deep Unfolding for Non-Negative Matrix Factorization with Application to Mutational Signature Analysis.
J. Comput. Biol.
Rami Nasser, Yonina C. Eldar, Roded Sharan
2022 J jnl
Deep Unrolled Recovery in Sparse Biological Imaging: Achieving fast, accurate results.
IEEE Signal Process. Mag.
Yair Ben Sahel, John P. Bryan, Brian Cleary, Samouil L. Farhi, Yonina C. Eldar
2022 J jnl
DeepCut: Unsupervised Segmentation using Graph Neural Networks Clustering.
CoRR
Amit Aflalo, Shai Bagon, Tamar Kashti, Yonina C. Eldar
2022 J jnl
Edge Learning for B5G Networks with Distributed Signal Processing: Semantic Communication, Edge Computing, and Wireless Sensing.
CoRR
Wei Xu, Zhaohui Yang, Derrick Wing Kwan Ng, Marco Levorato, Yonina C. Eldar, Mérouane Debbah
2022 J jnl
Editorial: Intelligent Signal Analysis for Contagious Virus Diseases.
IEEE J. Sel. Top. Signal Process.
Björn W. Schuller, Yonina C. Eldar, Maja Pantic, Shrikanth Narayanan, Tuomas Virtanen, Jianhua Tao
2022 J jnl
Extended Successive Convex Approximation for Phase Retrieval With Dictionary Learning.
IEEE Trans. Signal Process.
Tianyi Liu, Andreas M. Tillmann, Yang Yang, Yonina C. Eldar, Marius Pesavento
2022 J jnl
FRI-TEM: Time Encoding Sampling of Finite-Rate-of-Innovation Signals.
IEEE Trans. Signal Process.
Hila Naaman, Satish Mulleti, Yonina C. Eldar
2022 J jnl
FedFM: Anchor-based Feature Matching for Data Heterogeneity in Federated Learning.
CoRR
Rui Ye, Zhenyang Ni, Chenxin Xu, Jianyu Wang, Siheng Chen, Yonina C. Eldar
2022 J jnl
Federated Deep Learning Meets Autonomous Vehicle Perception: Design and Verification.
CoRR
Shuai Wang, Chengyang Li, Qi Hao, Chengzhong Xu, Derrick Wing Kwan Ng, Yonina C. Eldar, H. Vincent Poor
2022 J jnl
Federated Learning: A signal processing perspective.
IEEE Signal Process. Mag.
Tomer Gafni, Nir Shlezinger, Kobi Cohen, Yonina C. Eldar, H. Vincent Poor
2022 J jnl
Full-Duplex Communication for ISAC: Joint Beamforming and Power Optimization.
CoRR
Zhenyao He, Wei Xu, Hong Shen, Derrick Wing Kwan Ng, Yonina C. Eldar, Xiaohu You
2022 J jnl
Graph Signal Compression by Joint Quantization and Sampling.
IEEE Trans. Signal Process.
Pei Li, Nir Shlezinger, Haiyang Zhang, Baoyun Wang, Yonina C. Eldar
2022 J jnl
Graph Signal Restoration Using Nested Deep Algorithm Unrolling.
IEEE Trans. Signal Process.
Masatoshi Nagahama, Koki Yamada, Yuichi Tanaka, Stanley H. Chan, Yonina C. Eldar
2022 J jnl
Guest Editorial Special Issue on Integrated Sensing and Communication - Part I.
IEEE J. Sel. Areas Commun.
Fan Liu, Christos Masouros, Jie Xu, Tony Xiao Han, Aboulnasr Hassanien, Yonina C. Eldar, Stefano Buzzi
2022 J jnl
Guest Editorial Special Issue on Integrated Sensing and Communication - Part II.
IEEE J. Sel. Areas Commun.
Fan Liu, Christos Masouros, Jie Xu, Tony Xiao Han, Aboulnasr Hassanien, Yonina C. Eldar, Stefano Buzzi
2022 J jnl
Hyper-Parameter Auto-Tuning for Sparse Bayesian Learning.
CoRR
Dawei Gao, Qinghua Guo, Ming Jin, Guisheng Liao, Yonina C. Eldar
2022 Misc conf
Image Denoising with Deep Unfolding And Normalizing Flows.
ICASSP
Xinyi Wei, Hans Van Gorp, Lizeth Gonzalez-Carabarin, Daniel Freedman, Yonina C. Eldar, Ruud J. G. van Sloun
2022 A conf
Image Restoration by Deep Projected GSURE.
WACV
Shady Abu-Hussein, Tom Tirer, Se Young Chun, Yonina C. Eldar, Raja Giryes
2022 J jnl
Integrated Sensing and Communications: Toward Dual-Functional Wireless Networks for 6G and Beyond.
IEEE J. Sel. Areas Commun.
Fan Liu, Yuanhao Cui, Christos Masouros, Jie Xu, Tony Xiao Han, Yonina C. Eldar, Stefano Buzzi
2022 J jnl
Integrating Domain Knowledge Into Deep Networks for Lung Ultrasound With Applications to COVID-19.
IEEE Trans. Medical Imaging
Oz Frank, Nir Schipper, Mordehay Vaturi, Gino Soldati, Andrea Smargiassi, Riccardo Inchingolo, Elena Torri, Tiziano Perrone, Federico Mento, Libertario Demi, Meirav Galun, Yonina C. Eldar, Shai Bagon
2022 J jnl
Intelligent Reflecting Surface Enabled Sensing: Cramér-Rao Bound Optimization.
CoRR
Xianxin Song, Jie Xu, Fan Liu, Tony Xiao Han, Yonina C. Eldar
2022 J jnl
Intelligent Reflecting Surface Enabled Sensing: Cramér-Rao Lower Bound Optimization.
CoRR
Xianxin Song, Jie Xu, Fan Liu, Tony Xiao Han, Yonina C. Eldar
2022 — conf
Intelligent Reflecting Surface Enabled Sensing: Cramér-Rao Lower Bound optimization.
GLOBECOM (Workshops)
Xianxin Song, Jie Xu, Fan Liu, Tony Xiao Han, Yonina C. Eldar
2022 — conf
Joint Channel Estimation and Hybrid Beamforming via Deep-Unfolding.
EUSIPCO
Kai Kang, Qiyu Hu, Yunlong Cai, Guanding Yu, Jakob Hoydis, Yonina C. Eldar
2022 J jnl
KalmanNet: Neural Network Aided Kalman Filtering for Partially Known Dynamics.
IEEE Trans. Signal Process.
Guy Revach, Nir Shlezinger, Xiaoyong Ni, Adrià López Escoriza, Ruud J. G. van Sloun, Yonina C. Eldar
2022 J jnl
Learned Factor Graphs for Inference From Stationary Time Sequences.
IEEE Trans. Signal Process.
Nir Shlezinger, Nariman Farsad, Yonina C. Eldar, Andrea J. Goldsmith
2022 J jnl
Learning Filter-Based Compressed Blind-Deconvolution.
CoRR
Bahareh Tolooshams, Satish Mulleti, Demba E. Ba, Yonina C. Eldar
2022 — conf
Learning Minimum Variance Unbiased Estimators.
SAM
Tzvi Diskin, Yonina C. Eldar, Ami Wiesel
2022 Misc conf
Learning to Sample for Sparse Signals.
ICASSP
Satish Mulleti, Haiyang Zhang, Yonina C. Eldar
2022 J jnl
MIMO Networks With One-Bit ADCs: Receiver Design and Communication Strategies.
IEEE Trans. Commun.
Abbas Khalili, Farhad Shirani, Elza Erkip, Yonina C. Eldar
2022 J jnl
Mixed-Timescale Deep-Unfolding for Joint Channel Estimation and Hybrid Beamforming.
CoRR
Kai Kang, Qiyu Hu, Yunlong Cai, Guanding Yu, Jakob Hoydis, Yonina C. Eldar
2022 J jnl
Mixed-Timescale Deep-Unfolding for Joint Channel Estimation and Hybrid Beamforming.
IEEE J. Sel. Areas Commun.
Kai Kang, Qiyu Hu, Yunlong Cai, Guanding Yu, Jakob Hoydis, Yonina C. Eldar
2022 J jnl
Model-Based Deep Learning: On the Intersection of Deep Learning and Optimization.
IEEE Access
Nir Shlezinger, Yonina C. Eldar, Stephen P. Boyd
2022 J jnl
Model-Based Deep Learning: On the Intersection of Deep Learning and Optimization.
CoRR
Nir Shlezinger, Yonina C. Eldar, Stephen P. Boyd
2022 J jnl
Multimodal Unrolled Robust PCA for Background Foreground Separation.
IEEE Trans. Image Process.
Spencer A. Markowitz, Corey Snyder, Yonina C. Eldar, Minh N. Do
2022 J jnl
Near-Field Wireless Power Transfer for 6G Internet of Everything Mobile Networks: Opportunities and Challenges.
IEEE Commun. Mag.
Haiyang Zhang, Nir Shlezinger, Francesco Guidi, Davide Dardari, Mohammadreza F. Imani, Yonina C. Eldar
2022 — conf
Near-Field Wireless Power Transfer with Dynamic Metasurface Antennas.
SPAWC
Haiyang Zhang, Nir Shlezinger, Francesco Guidi, Davide Dardari, Mohammadreza F. Imani, Yonina C. Eldar
2022 B conf
Neural Greedy Pursuit for Feature Selection.
IJCNN
Sandipan Das, Alireza M. Javid, Prakash Borpatra Gohain, Yonina C. Eldar, Saikat Chatterjee
2022 J jnl
Neural Greedy Pursuit for Feature Selection.
CoRR
Sandipan Das, Alireza M. Javid, Prakash Borpatra Gohain, Yonina C. Eldar, Saikat Chatterjee
2022 J jnl
Nonlinear Waveform Inversion for Quantitative Ultrasound.
IEEE Trans. Computational Imaging
Avner Shultzman, Yonina C. Eldar
2022 Misc conf
On the Acquisition of Stationary Signals Using Uniform ADCS.
ICASSP
Peter Neuhaus, Nir Shlezinger, Meik Dörpinghaus, Yonina C. Eldar, Gerhard P. Fettweis
2022 J jnl
On the Acquisition of Stationary Signals Using Uniform ADCs.
CoRR
Peter Neuhaus, Nir Shlezinger, Meik Dörpinghaus, Yonina C. Eldar, Gerhard P. Fettweis
2022 J jnl
Online Meta-Learning For Hybrid Model-Based Deep Receivers.
CoRR
Tomer Raviv, Sangwoo Park, Osvaldo Simeone, Yonina C. Eldar, Nir Shlezinger
2022 Misc conf
Optimization Guarantees for ISTA and ADMM Based Unfolded Networks.
ICASSP
Wei Pu, Yonina C. Eldar, Miguel R. D. Rodrigues
2022 B conf
Optimizing Federated Averaging over Fading Channels.
ISIT
Yujia Mu, Cong Shen, Yonina C. Eldar
2022 J jnl
Physics Embedded Machine Learning for Electromagnetic Data Imaging.
CoRR
Rui Guo, Tianyao Huang, Maokun Li, Haiyang Zhang, Yonina C. Eldar
2022 Misc conf
Power-Efficient Hybrid MIMO Receiver with Task-Specific Beamforming using Low-Resolution ADCs.
ICASSP
Timur Zirtiloglu, Nir Shlezinger, Yonina C. Eldar, Rabia Tugce Yazicigil
2022 J jnl
RDA: An Accelerated Collision-free Motion Planner for Autonomous Navigation in Cluttered Environments.
CoRR
Ruihua Han, Shuai Wang, Shuaijun Wang, Zeqing Zhang, Qianru Zhang, Yonina C. Eldar, Qi Hao, Jia Pan
2022 Misc conf
RTSNet: Deep Learning Aided Kalman Smoothing.
ICASSP
Xiaoyong Ni, Guy Revach, Nir Shlezinger, Ruud J. G. van Sloun, Yonina C. Eldar
2022 Misc conf
Recovery of Noisy Pooled Tests via Learned Factor Graphs with Application to COVID-19 Testing.
ICASSP
Eyal Fishel Ben-Knaan, Yonina C. Eldar, Nir Shlezinger
2022 Misc conf
Residual Recovery Algorithm for Modulo Sampling.
ICASSP
Eyar Azar, Satish Mulleti, Yonina C. Eldar
2022 J jnl
STAR-RIS Integrated Nonorthogonal Multiple Access and Over-the-Air Federated Learning: Framework, Analysis, and Optimization.
IEEE Internet Things J.
Wanli Ni, Yuanwei Liu, Yonina C. Eldar, Zhaohui Yang, Hui Tian
2022 — conf
SemiFL: Semi-Federated Learning Empowered by Simultaneously Transmitting and Reflecting Reconfigurable Intelligent Surface.
ICC
Wanli Ni, Yuanwei Liu, Hui Tian, Yonina C. Eldar, Kaibin Huang
2022 J jnl
Signal Detection in MIMO Systems with Hardware Imperfections: Message Passing on Neural Networks.
CoRR
Dawei Gao, Qinghua Guo, Guisheng Liao, Yonina C. Eldar, Yonghui Li, Yanguang Yu, Branka Vucetic
2022 J jnl
Sparsity Based Non-Contact Vital Signs Monitoring of Multiple People Via FMCW Radar.
CoRR
Yonathan Eder, Yonina C. Eldar
2022 J jnl
Spiking Sparse Recovery With Non-Convex Penalties.
IEEE Trans. Signal Process.
Xiang Zhang, Lei Yu, Gang Zheng, Yonina C. Eldar
2022 J jnl
Split-KalmanNet: A Robust Model-Based Deep Learning Approach for SLAM.
CoRR
Geon Choi, Jeonghun Park, Nir Shlezinger, Yonina C. Eldar, Namyoon Lee
2022 J jnl
Task-Oriented Sensing, Computation, and Communication Integration for Multi-Device Edge AI.
CoRR
Dingzhu Wen, Peixi Liu, Guangxu Zhu, Yuanming Shi, Jie Xu, Yonina C. Eldar, Shuguang Cui
2022 J jnl
Theoretical Perspectives on Deep Learning Methods in Inverse Problems.
CoRR
Jonathan Scarlett, Reinhard Heckel, Miguel R. D. Rodrigues, Paul Hand, Yonina C. Eldar
2022 J jnl
Theoretical Perspectives on Deep Learning Methods in Inverse Problems.
IEEE J. Sel. Areas Inf. Theory
Jonathan Scarlett, Reinhard Heckel, Miguel R. D. Rodrigues, Paul Hand, Yonina C. Eldar
2022 J jnl
Towards a performance bound on MIMO DFRC systems.
CoRR
Ziheng Zheng, Xiang Liu, Tianyao Huang, Yimin Liu, Yonina C. Eldar
2022 Misc conf
Transmit Beamforming with Fixed Covariance for Integrated MIMO Radar and Multiuser Communications.
ICASSP
Xiang Liu, Tianyao Huang, Yimin Liu, Yonina C. Eldar
2022 J jnl
Two-Timescale End-to-End Learning for Channel Acquisition and Hybrid Precoding.
IEEE J. Sel. Areas Commun.
Qiyu Hu, Yunlong Cai, Kai Kang, Guanding Yu, Jakob Hoydis, Yonina C. Eldar
2022 J jnl
Ultrasound Signal Processing: From Models to Deep Learning.
CoRR
Ben Luijten, Nishith Chennakeshava, Yonina C. Eldar, Massimo Mischi, Ruud J. G. van Sloun
2022 Misc conf
Uncertainty in Data-Driven Kalman Filtering for Partially Known State-Space Models.
ICASSP
Itzik Klein, Guy Revach, Nir Shlezinger, Jonas E. Mehr, Ruud J. G. van Sloun, Yonina C. Eldar
2022 B conf
Uniqueness and Robustness of Tem-Based FRI Sampling.
ISIT
Hila Naaman, Satish Mulleti, Yonina C. Eldar
2022 J jnl
Unitary Approximate Message Passing for Matrix Factorization.
CoRR
Zhengdao Yuan, Qinghua Guo, Yonina C. Eldar, Yonghui Li
2022 — conf
Unsupervised Learned Kalman Filtering.
EUSIPCO
Guy Revach, Nir Shlezinger, Timur Locher, Xiaoyong Ni, Ruud J. G. van Sloun, Yonina C. Eldar
2021 J jnl
A Coding Theory Perspective on MultiplexedMolecular Profiling of Biological Tissues.
CoRR
Luca D'Alessio, Litian Liu, Ken Duffy, Yonina C. Eldar, Muriel Médard, Mehrtash Babadi
2021 — conf
A Hardware Prototype for Joint Radar-Communication System Using Spatial Modulation.
ACSCC
Dingyou Ma, Nir Shlezinger, Tianyao Huang, Yariv Shavit, Moshe Namer, Yimin Liu, Yonina C. Eldar
2021 Misc conf
A Parallel Algorithm for Phase Retrieval with Dictionary Learning.
ICASSP
Tianyi Liu, Andreas M. Tillmann, Yang Yang, Yonina C. Eldar, Marius Pesavento
2021 A* conf
A Wasserstein Minimax Framework for Mixed Linear Regression.
ICML
Theo Diamandis, Yonina C. Eldar, Alireza Fallah, Farzan Farnia, Asuman E. Ozdaglar
2021 J jnl
A Wasserstein Minimax Framework for Mixed Linear Regression.
CoRR
Theo Diamandis, Yonina C. Eldar, Alireza Fallah, Farzan Farnia, Asuman E. Ozdaglar
2021 Misc conf
Adaptive Quantization of Model Updates for Communication-Efficient Federated Learning.
ICASSP
Divyansh Jhunjhunwala, Advait Gadhikar, Gauri Joshi, Yonina C. Eldar
2021 J jnl
Adaptive Quantization of Model Updates for Communication-Efficient Federated Learning.
CoRR
Divyansh Jhunjhunwala, Advait Gadhikar, Gauri Joshi, Yonina C. Eldar
2021 J jnl
Algorithm Unrolling: Interpretable, Efficient Deep Learning for Signal and Image Processing.
IEEE Signal Process. Mag.
Vishal Monga, Yuelong Li, Yonina C. Eldar
2021 — conf
Automotive Radar Interference Mitigation With Unfolded Robust PCA Based on Residual Overcomplete Auto-Encoder Blocks.
CVPR Workshops
Nicolae-Catalin Ristea, Andrei Anghel, Radu Tudor Ionescu, Yonina C. Eldar
2021 Misc conf
Beam Focusing for Multi-User MIMO Communications with Dynamic Metasurface Antennas.
ICASSP
Haiyang Zhang, Nir Shlezinger, Francesco Guidi, Davide Dardari, Mohammadreza F. Imani, Yonina C. Eldar
2021 J jnl
BiLiMO: Bit-Limited MIMO Radar via Task-Based Quantization.
IEEE Trans. Signal Process.
Feng Xi, Nir Shlezinger, Yonina C. Eldar
2021 Misc conf
Bit Constrained Communication Receivers In Joint Radar Communications Systems.
ICASSP
Dingyou Ma, Nir Shlezinger, Tianyao Huang, Yimin Liu, Yonina C. Eldar
2021 — conf
Channel Estimation with Simultaneous Reflecting and Sensing Reconfigurable Intelligent Metasurfaces.
SPAWC
Haiyang Zhang, Nir Shlezinger, Idban Alamzadeh, George C. Alexandropoulos, Mohammadreza F. Imani, Yonina C. Eldar
2021 Misc conf
Collaborative Inference via Ensembles on the Edge.
ICASSP
Nir Shlezinger, Erez Farhan, Hai Morgenstern, Yonina C. Eldar
2021 Misc conf
DURAS: Deep Unfolded Radar Sensing Using Doppler Focusing.
ICASSP
Pranav Goyal, Satish Mulleti, Anubha Gupta, Yonina C. Eldar
2021 — conf
Data-Driven Symbol Detection Via Model-Based Machine Learning.
SSP
Nariman Farsad, Nir Shlezinger, Andrea J. Goldsmith, Yonina C. Eldar
2021 J jnl
Deep Algorithm Unrolling for Biomedical Imaging.
CoRR
Yuelong Li, Or Bar-Shira, Vishal Monga, Yonina C. Eldar
2021 J jnl
Deep Learning for Ultrasound Beamforming.
CoRR
Ruud J. G. van Sloun, Jong Chul Ye, Yonina C. Eldar
2021 J jnl
Deep Networks for Direction-of-Arrival Estimation in Low SNR.
IEEE Trans. Signal Process.
Georgios K. Papageorgiou, Mathini Sellathurai, Yonina C. Eldar
2021 J jnl
Deep Task-Based Quantization.
Entropy
Nir Shlezinger, Yonina C. Eldar
2021 J jnl
Deep Tomographic Image Reconstruction: Yesterday, Today, and Tomorrow - Editorial for the 2nd Special Issue "Machine Learning for Image Reconstruction".
IEEE Trans. Medical Imaging
Ge Wang, Mathews Jacob, Xuanqin Mou, Yongyi Shi, Yonina C. Eldar
2021 J jnl
Deep Unfolded Recovery of Sub-Nyquist Sampled Ultrasound Image.
CoRR
Alon Mamistvalov, Yonina C. Eldar
2021 J jnl
Deep Unrolled Recovery in Sparse Biological Imaging.
CoRR
Yair Ben Sahel, John P. Bryan, Brian Cleary, Samouil L. Farhi, Yonina C. Eldar
2021 J jnl
DeepSIC: Deep Soft Interference Cancellation for Multiuser MIMO Detection.
IEEE Trans. Wirel. Commun.
Nir Shlezinger, Rong Fu, Yonina C. Eldar
2021 J jnl
Dynamic Metasurface Antennas for 6G Extreme Massive MIMO Communications.
IEEE Wirel. Commun.
Nir Shlezinger, George C. Alexandropoulos, Mohammadreza F. Imani, Yonina C. Eldar, David R. Smith
2021 J jnl
Dynamic Metasurface Antennas for MIMO-OFDM Receivers With Bit-Limited ADCs.
IEEE Trans. Commun.
Hanqing Wang, Nir Shlezinger, Yonina C. Eldar, Shi Jin, Mohammadreza F. Imani, Insang Yoo, David R. Smith
2021 — conf
Efficient Binary Cnn For Medical Image Segmentation.
ISBI
Kaustav Brahma, Viksit Kumar, Anthony E. Samir, Anantha P. Chandrakasan, Yonina C. Eldar
2021 B conf
Enabling Ubiquitous Non-Orthogonal Multiple Access and Pervasive Federated Learning via STAR-RIS.
GLOBECOM
Wanli Ni, Yuanwei Liu, Yonina C. Eldar, Zhaohui Yang, Hui Tian
2021 J jnl
Ensemble Wrapper Subsampling for Deep Modulation Classification.
IEEE Trans. Cogn. Commun. Netw.
Sharan Ramjee, Shengtai Ju, Diyu Yang, Xiaoyu Liu, Aly El Gamal, Yonina C. Eldar
2021 C conf
Extended Cantor Arrays with Hole-Free Fourth-Order Difference Co-Arrays.
ISCAS
Zixiang Yang, Qing Shen, Wei Liu, Yonina C. Eldar, Wei Cui
2021 J jnl
FRI-TEM: Time Encoding Sampling of Finite-Rate-of-Innovation Signals.
CoRR
Hila Naaman, Satish Mulleti, Yonina C. Eldar
2021 J jnl
FRaC: FMCW-Based Joint Radar-Communications System Via Index Modulation.
IEEE J. Sel. Top. Signal Process.
Dingyou Ma, Nir Shlezinger, Tianyao Huang, Yimin Liu, Yonina C. Eldar
2021 J jnl
Federated Learning: A Signal Processing Perspective.
CoRR
Tomer Gafni, Nir Shlezinger, Kobi Cohen, Yonina C. Eldar, H. Vincent Poor
2021 — conf
Fedrec: Federated Learning of Universal Receivers Over Fading Channels.
SSP
Mahdi Boloursaz Mashhadi, Nir Shlezinger, Yonina C. Eldar, Deniz Gündüz
2021 A* conf
FlowStep3D: Model Unrolling for Self-Supervised Scene Flow Estimation.
CVPR
Yair Kittenplon, Yonina C. Eldar, Dan Raviv
2021 Misc conf
Graph Signal Compression via Task-Based Quantization.
ICASSP
Pei Li, Nir Shlezinger, Haiyang Zhang, Baoyun Wang, Yonina C. Eldar
2021 Misc conf
Graph Signal Denoising Using Nested-Structured Deep Algorithm Unrolling.
ICASSP
Masatoshi Nagahama, Koki Yamada, Yuichi Tanaka, Stanley H. Chan, Yonina C. Eldar
2021 Misc conf
Graph Signal Denoising Via Unrolling Networks.
ICASSP
Siheng Chen, Yonina C. Eldar
2021 J jnl
Graph Signal Restoration Using Nested Deep Algorithm Unrolling.
CoRR
Masatoshi Nagahama, Koki Yamada, Yuichi Tanaka, Stanley H. Chan, Yonina C. Eldar
2021 J jnl
Graph Unrolling Networks: Interpretable Neural Networks for Graph Signal Denoising.
IEEE Trans. Signal Process.
Siheng Chen, Yonina C. Eldar, Lingxiao Zhao
2021 Misc conf
Hybrid Analog-Digital MIMO Radar Receivers With Bit-Limited ADCs.
ICASSP
Feng Xi, Nir Shlezinger, Yonina C. Eldar
2021 J jnl
Hybrid Reconfigurable Intelligent Metasurfaces: Enabling Simultaneous Tunable Reflections and Sensing for 6G Wireless Communications.
CoRR
George C. Alexandropoulos, Nir Shlezinger, Idban Alamzadeh, Mohammadreza F. Imani, Haiyang Zhang, Yonina C. Eldar
2021 J jnl
Image Restoration by Deep Projected GSURE.
CoRR
Shady Abu-Hussein, Tom Tirer, Se Young Chun, Yonina C. Eldar, Raja Giryes
2021 — conf
Joint Resource Management and Model Compression for Wireless Federated Learning.
ICC
Mingzhe Chen, Nir Shlezinger, H. Vincent Poor, Yonina C. Eldar, Shuguang Cui
2021 — conf
Jointly Learned Symbol Detection and Signal Reflection in RIS-Aided Multi-user MIMO Systems.
ACSCC
Liuhang Wang, Nir Shlezinger, George C. Alexandropoulos, Haiyang Zhang, Baoyun Wang, Yonina C. Eldar
2021 J jnl
KalmanNet: Neural Network Aided Kalman Filtering for Partially Known Dynamics.
CoRR
Guy Revach, Nir Shlezinger, Xiaoyong Ni, Adrià López Escoriza, Ruud J. G. van Sloun, Yonina C. Eldar
2021 Misc conf
Kalmannet: Data-Driven Kalman Filtering.
ICASSP
Guy Revach, Nir Shlezinger, Ruud J. G. van Sloun, Yonina C. Eldar
2021 — conf
Learned Super Resolution Ultrasound for Improved Breast Lesion Characterization.
MICCAI (7)
Or Bar-Shira, Ahuva Grubstein, Yael Rapson, Dror Suhami, Eli Atar, Keren Peri-Hanania, Ronnie Rosen, Yonina C. Eldar
2021 J jnl
Learned super resolution ultrasound for improved breast lesion characterization.
CoRR
Or Bar-Shira, Ahuva Grubstein, Yael Rapson, Dror Suhami, Eli Atar, Keren Peri-Hanania, Ronnie Rosen, Yonina C. Eldar
2021 J jnl
Learning to Estimate Without Bias.
CoRR
Tzvi Diskin, Yonina C. Eldar, Ami Wiesel
2021 J jnl
LoRD-Net: Unfolded Deep Detection Network With Low-Resolution Receivers.
IEEE Trans. Signal Process.
Shahin Khobahi, Nir Shlezinger, Mojtaba Soltanalian, Yonina C. Eldar
2021 J jnl
LoRD-Net: Unfolded Deep Detection Network with Low-Resolution Receivers.
CoRR
Shahin Khobahi, Nir Shlezinger, Mojtaba Soltanalian, Yonina C. Eldar
2021 J jnl
MIMO Networks with One-Bit ADCs: Receiver Design and Communication Strategies.
CoRR
Abbas Khalili, Farhad Shirani, Elza Erkip, Yonina C. Eldar
2021 J jnl
Massive MIMO as an Extreme Learning Machine.
IEEE Trans. Veh. Technol.
Dawei Gao, Qinghua Guo, Yonina C. Eldar
2021 — conf
Meta-ViterbiNet: Online Meta-Learned Viterbi Equalization for Non-Stationary Channels.
ICC Workshops
Tomer Raviv, Sangwoo Park, Nir Shlezinger, Osvaldo Simeone, Yonina C. Eldar, Joonhyuk Kang
2021 J jnl
Meta-ViterbiNet: Online Meta-Learned Viterbi Equalization for Non-Stationary Channels.
CoRR
Tomer Raviv, Sangwoo Park, Nir Shlezinger, Osvaldo Simeone, Yonina C. Eldar, Joonhyuk Kang
2021 J jnl
Model-Based Machine Learning for Communications.
CoRR
Nir Shlezinger, Nariman Farsad, Yonina C. Eldar, Andrea J. Goldsmith
2021 B conf
Model-Inspired Deep Detection with Low-Resolution Receivers.
ISIT
Shahin Khobahi, Nir Shlezinger, Mojtaba Soltanalian, Yonina C. Eldar
2021 Misc conf
Multi-Level Group Testing with Application to One-Shot Pooled COVID-19 Tests.
ICASSP
Alejandro Cohen, Nir Shlezinger, Amit Solomon, Yonina C. Eldar, Muriel Médard
2021 J jnl
Over-the-Air Federated Learning From Heterogeneous Data.
IEEE Trans. Signal Process.
Tomer Sery, Nir Shlezinger, Kobi Cohen, Yonina C. Eldar
2021 J jnl
Phase Transitions in Frequency Agile Radar Using Compressed Sensing.
IEEE Trans. Signal Process.
Yuhan Li, Tianyao Huang, Xingyu Xu, Yimin Liu, Lei Wang, Yonina C. Eldar
2021 J jnl
Phase-Space Function Recovery for Moving Target Imaging in SAR by Convex Optimization.
IEEE Trans. Computational Imaging
Sean Thammakhoune, Bariscan Yonel, Eric Mason, Birsen Yazici, Yonina C. Eldar
2021 Misc conf
Point of Care Image Analysis for COVID-19.
ICASSP
Daniel Yaron, Daphna Keidar, Elisha Goldstein, Yair Shachar, Ayelet Blass, Oz Frank, Nir Schipper, Nogah Shabshin, Ahuva Grubstein, Dror Suhami, Naama R. Bogot, Chedva S. Weiss, Eyal Sela, Amiel A. Dror, Mordehay Vaturi, Federico Mento, Elena Torri, Riccardo Inchingolo, Andrea Smargiassi, Gino Soldati, Tiziano Perrone, Libertario Demi, Meirav Galun, Shai Bagon, Yishai M. Elyada, Yonina C. Eldar
2021 Misc conf
REST: Robust lEarned Shrinkage-Thresholding Network Taming Inverse Problems with Model Mismatch.
ICASSP
Wei Pu, Chao Zhou, Yonina C. Eldar, Miguel R. D. Rodrigues
2021 — conf
Reconstruction of FRI Signals using Autoencoders with Fixed Decoders.
EUSIPCO
Vincent C. H. Leung, Jun-Jie Huang, Yonina C. Eldar, Pier Luigi Dragotti
2021 J jnl
Robust lEarned Shrinkage-Thresholding (REST): Robust unrolling for sparse recover.
CoRR
Wei Pu, Chao Zhou, Yonina C. Eldar, Miguel R. D. Rodrigues
2021 J jnl
STAR-RIS Enabled Heterogeneous Networks: Ubiquitous NOMA Communication and Pervasive Federated Learning.
CoRR
Wanli Ni, Yuanwei Liu, Yonina C. Eldar, Zhaohui Yang, Hui Tian
2021 J jnl
Serial Quantization for Sparse Time Sequences.
IEEE Trans. Signal Process.
Alejandro Cohen, Nir Shlezinger, Salman Salamatian, Yonina C. Eldar, Muriel Médard
2021 — conf
Soft-Sign Stochastic Gradient Descent Algorithm for Wireless Federated Learning.
SPAWC
Seunghoon Lee, Chanho Park, Songnam Hong, Yonina C. Eldar, Namyoon Lee
2021 — conf
Sparse Recovery Of Imaging Transcriptomics Data.
ISBI
John P. Bryan, Brian Cleary, Samouil L. Farhi, Yonina C. Eldar
2021 J jnl
Spatial Modulation for Joint Radar-Communications Systems: Design, Analysis, and Hardware Prototype.
IEEE Trans. Veh. Technol.
Dingyou Ma, Nir Shlezinger, Tianyao Huang, Yariv Shavit, Moshe Namer, Yimin Liu, Yonina C. Eldar
2021 J jnl
Structured LISTA for Multidimensional Harmonic Retrieval.
IEEE Trans. Signal Process.
Rong Fu, Yimin Liu, Tianyao Huang, Yonina C. Eldar
2021 Misc conf
Sub-NYQUIST Multichannel Blind Deconvolution.
ICASSP
Satish Mulleti, Kiryung Lee, Yonina C. Eldar
2021 J jnl
Sub-Nyquist spectrum sensing and learning challenge.
Frontiers Comput. Sci.
Yue Gao, Zihang Song, Han Zhang, Sean Fuller, Andrew Lambert, Zhinong Ying, Petri Mähönen, Yonina C. Eldar, Shuguang Cui, Mark D. Plumbley, Clive Parini, Arumugam Nallanathan
2021 J jnl
Super-Resolution Ultrasound Localization Microscopy Through Deep Learning.
IEEE Trans. Medical Imaging
Ruud J. G. van Sloun, Oren Solomon, Matthew Bruce, Zin Z. Khaing, Hessel Wijkstra, Yonina C. Eldar, Massimo Mischi
2021 B conf
Super-Resolved Imaging of Early-Stage Dynamics in the Immune Response.
ICIP
Yair Ben Sahel, Gilli Dardikman-Yoffe, Yonina C. Eldar, Shirsendu Gosh, Gilad Haran
2021 — conf
Task-Based Analog-to-Digital Converters for Bandlimited Systems.
EUSIPCO
Peter Neuhaus, Nir Shlezinger, Meik Dörpinghaus, Yonina C. Eldar, Gerhard P. Fettweis
2021 J jnl
Task-Based Analog-to-Digital Converters.
IEEE Trans. Signal Process.
Peter Neuhaus, Nir Shlezinger, Meik Dörpinghaus, Yonina C. Eldar, Gerhard P. Fettweis
2021 J jnl
Time-Based Quantization for FRI and Bandlimited signals.
CoRR
Hila Naaman, Satish Mulleti, Yonina C. Eldar, Alejandro Cohen
2021 Misc conf
Time-Varying Graph Signal Inpainting Via Unrolling Networks.
ICASSP
Siheng Chen, Yonina C. Eldar
2021 — conf
Transmit Precoding for Dual-Function Radar-Communication Systems.
ACSCC
Jacob Pritzker, James Ward, Yonina C. Eldar
2021 J jnl
Two-Timescale End-to-End Learning for Channel Acquisition and Hybrid Precoding.
CoRR
Qiyu Hu, Yunlong Cai, Kai Kang, Guanding Yu, Jakob Hoydis, Yonina C. Eldar
2021 J jnl
UVeQFed: Universal Vector Quantization for Federated Learning.
IEEE Trans. Signal Process.
Nir Shlezinger, Mingzhe Chen, Yonina C. Eldar, H. Vincent Poor, Shuguang Cui
2021 J jnl
Unambiguous Delay-Doppler Recovery From Random Phase Coded Pulses.
IEEE Trans. Signal Process.
Xiang Liu, Deborah Cohen, Tianyao Huang, Yimin Liu, Yonina C. Eldar
2021 J jnl
Uncertainty in Data-Driven Kalman Filtering for Partially Known State-Space Models.
CoRR
Itzik Klein, Guy Revach, Nir Shlezinger, Jonas E. Mehr, Ruud J. G. van Sloun, Yonina C. Eldar
2021 Misc conf
Unfolding Neural Networks for Compressive Multichannel Blind Deconvolution.
ICASSP
Bahareh Tolooshams, Satish Mulleti, Demba E. Ba, Yonina C. Eldar
2021 J jnl
Unitary Approximate Message Passing for Sparse Bayesian Learning.
IEEE Trans. Signal Process.
Man Luo, Qinghua Guo, Ming Jin, Yonina C. Eldar, Defeng Huang, Xiangming Meng
2021 Misc conf
Unrolling of Deep Graph Total Variation for Image Denoising.
ICASSP
Huy Vu, Gene Cheung, Yonina C. Eldar
2021 J jnl
Unsupervised Learned Kalman Filtering.
CoRR
Guy Revach, Nir Shlezinger, Timur Locher, Xiaoyong Ni, Ruud J. G. van Sloun, Yonina C. Eldar
2021 J jnl
deep unfolding for non-negative matrix factorization with application to mutational signature analysis.
CoRR
Rami Nasser, Yonina C. Eldar, Roded Sharan
2020 J jnl
A Block Sparsity Based Estimator for mmWave Massive MIMO Channels With Beam Squint.
IEEE Trans. Signal Process.
Mingjin Wang, Feifei Gao, Nir Shlezinger, Mark F. Flanagan, Yonina C. Eldar
2020 C conf
A Coding Theory Perspective on Multiplexed Molecular Profiling of Biological Tissues.
ISITA
Luca D'Alessio, Litian Liu, Ken Duffy, Yonina C. Eldar, Muriel Médard, Mehrtash Babadi
2020 J jnl
A Cognitive Sub-Nyquist MIMO Radar Prototype.
IEEE Trans. Aerosp. Electron. Syst.
Kumar Vijay Mishra, Yonina C. Eldar, Eli Shoshan, Moshe Namer, Maxim Meltsin
2020 — conf
A DFRC System Based on Multi-Carrier Agile FMCW MIMO Radar for Vehicular Applications.
ICC Workshops
Dingyou Ma, Tianyao Huang, Nir Shlezinger, Yimin Liu, Xiqin Wang, Yonina C. Eldar
2020 — conf
A Deep-Unfolded Reference-Based RPCA Network For Video Foreground-Background Separation.
EUSIPCO
Huynh Van Luong, Boris Joukovsky, Yonina C. Eldar, Nikos Deligiannis
2020 J jnl
A Deep-Unfolded Reference-Based RPCA Network For Video Foreground-Background Separation.
CoRR
Huynh Van Luong, Boris Joukovsky, Yonina C. Eldar, Nikos Deligiannis
2020 J jnl
Adaptive Ultrasound Beamforming Using Deep Learning.
IEEE Trans. Medical Imaging
Ben Luijten, Regev Cohen, Frederik J. de Bruijn, Harold A. W. Schmeitz, Massimo Mischi, Yonina C. Eldar, Ruud J. G. van Sloun
2020 — conf
An ADMM-Net for Data Recovery in Wireless Sensor Networks.
EUSIPCO
Liu Yang, Yonina C. Eldar, Haifeng Wang, Kai Kang, Hua Qian
2020 — conf
Automotive Dual-Function Radar Communications Systems: An Overview.
SAM
Dingyou Ma, Nir Shlezinger, Tianyao Huang, Yimin Liu, Yonina C. Eldar
2020 J jnl
Automotive Radar Interference Mitigation with Unfolded Robust PCA based on Residual Overcomplete Auto-Encoder Blocks.
CoRR
Nicolae-Catalin Ristea, Andrei Anghel, Radu Tudor Ionescu, Yonina C. Eldar
2020 J jnl
Bayesian Federated Learning over Wireless Networks.
CoRR
Seunghoon Lee, Chanho Park, Song-Nam Hong, Yonina C. Eldar, Namyoon Lee
2020 J jnl
Blind Phaseless Short-Time Fourier Transform Recovery.
IEEE Trans. Inf. Theory
Tamir Bendory, Dan Edidin, Yonina C. Eldar
2020 B conf
COTAF: Convergent Over-the-Air Federated Learning.
GLOBECOM
Tomer Sery, Nir Shlezinger, Kobi Cohen, Yonina C. Eldar
2020 J jnl
COVID-19 Classification of X-ray Images Using Deep Neural Networks.
CoRR
Elisha Goldstein, Daphna Keidar, Daniel Yaron, Yair Shachar, Ayelet Blass, Leonid Charbinsky, Israel Aharony, Liza Lifshitz, Dimitri Lumelsky, Ziv Neeman, Matti Mizrachi, Majd Hajouj, Nethanel Eizenbach, Eyal Sela, Chedva S. Weiss, Philip Levin, Ofer Benjaminov, Gil N. Bachar, Shlomit Tamir, Yael Rapson, Dror Suhami, Amiel A. Dror, Naama R. Bogot, Ahuva Grubstein, Nogah Shabshin, Yishai M. Elyada, Yonina C. Eldar
2020 Misc conf
Complex Trainable Ista for Linear and Nonlinear Inverse Problems.
ICASSP
Satoshi Takabe, Tadashi Wadayama, Yonina C. Eldar
2020 Misc conf
Complexity Reduction Methods for Index Modulation Based Dual-Function Radar Communication Systems.
ICASSP
Tianyao Huang, Nir Shlezinger, Xingyu Xu, Yimin Liu, Yonina C. Eldar
2020 J jnl
Convolutional Phase Retrieval via Gradient Descent.
IEEE Trans. Inf. Theory
Qing Qu, Yuqian Zhang, Yonina C. Eldar, John Wright
2020 J jnl
Coupled Dictionary Learning for Multi-Contrast MRI Reconstruction.
IEEE Trans. Medical Imaging
Pingfan Song, Lior Weizman, João F. C. Mota, Yonina C. Eldar, Miguel R. D. Rodrigues
2020 B conf
Data-Driven Factor Graphs for Deep Symbol Detection.
ISIT
Nir Shlezinger, Nariman Farsad, Yonina C. Eldar, Andrea J. Goldsmith
2020 J jnl
Data-Driven Factor Graphs for Deep Symbol Detection.
CoRR
Nir Shlezinger, Nariman Farsad, Yonina C. Eldar, Andrea J. Goldsmith
2020 J jnl
Data-Driven Symbol Detection via Model-Based Machine Learning.
CoRR
Nariman Farsad, Nir Shlezinger, Andrea J. Goldsmith, Yonina C. Eldar
2020 J jnl
Data-driven symbol detection via model-based machine learning.
Commun. Inf. Syst.
Nariman Farsad, Nir Shlezinger, Andrea J. Goldsmith, Yonina C. Eldar
2020 J jnl
Deep Learning in Ultrasound Imaging.
Proc. IEEE
Ruud J. G. van Sloun, Regev Cohen, Yonina C. Eldar
2020 J jnl
Deep Networks for Direction-of-Arrival Estimation in Low SNR.
CoRR
Georgios K. Papageorgiou, Mathini Sellathurai, Yonina C. Eldar
2020 Misc conf
Deep Soft Interference Cancellation for MIMO Detection.
ICASSP
Nir Shlezinger, Rong Fu, Yonina C. Eldar
2020 J jnl
Deep Unfolded Robust PCA With Application to Clutter Suppression in Ultrasound.
IEEE Trans. Medical Imaging
Oren Solomon, Regev Cohen, Yi Zhang, Yi Yang, Qiong He, Jianwen Luo, Ruud J. G. van Sloun, Yonina C. Eldar
2020 J jnl
DeepSIC: Deep Soft Interference Cancellation for Multiuser MIMO Detection.
CoRR
Nir Shlezinger, Rong Fu, Yonina C. Eldar
2020 Misc conf
Distributed Quantization for Sparse Time Sequences.
ICASSP
Alejandro Cohen, Nir Shlezinger, Salman Salamatian, Yonina C. Eldar, Muriel Médard
2020 J jnl
Dynamic Metasurface Antennas for 6G Extreme Massive MIMO Communications.
CoRR
Nir Shlezinger, George C. Alexandropoulos, Mohammadreza F. Imani, Yonina C. Eldar, David R. Smith
2020 Misc conf
Dynamic Metasurface Antennas for Bit-Constrained MIMO-OFDM Receivers.
ICASSP
Hanqing Wang, Nir Shlezinger, Shi Jin, Yonina C. Eldar, Insang Yoo, Mohammadreza F. Imani, David R. Smith
2020 J jnl
Efficient and Interpretable Deep Blind Image Deblurring Via Algorithm Unrolling.
IEEE Trans. Computational Imaging
Yuelong Li, Mohammad Tofighi, Junyi Geng, Vishal Monga, Yonina C. Eldar
2020 — conf
Energy Harvesting via Analog-to-Digital Conversion.
EUSIPCO
Neha Jain, Nir Shlezinger, Yonina C. Eldar, Anubha Gupta, Vivek Ashok Bohara
2020 J jnl
Enhanced Channel Estimation in Massive MIMO via Coordinated Pilot Design.
IEEE Trans. Commun.
Kaiming Shen, Hei Victor Cheng, Xihan Chen, Yonina C. Eldar, Wei Yu
2020 J jnl
Ensemble Wrapper Subsampling for Deep Modulation Classification.
CoRR
Sharan Ramjee, Shengtai Ju, Diyu Yang, Xiaoyu Liu, Aly El Gamal, Yonina C. Eldar
2020 J jnl
FedRec: Federated Learning of Universal Receivers over Fading Channels.
CoRR
Mahdi Boloursaz Mashhadi, Nir Shlezinger, Yonina C. Eldar, Deniz Gündüz
2020 Misc conf
Federated Learning with Quantization Constraints.
ICASSP
Nir Shlezinger, Mingzhe Chen, Yonina C. Eldar, H. Vincent Poor, Shuguang Cui
2020 J jnl
FlowStep3D: Model Unrolling for Self-Supervised Scene Flow Estimation.
CoRR
Yair Kittenplon, Yonina C. Eldar, Dan Raviv
2020 J jnl
Functional Nonlinear Sparse Models.
IEEE Trans. Signal Process.
Luiz F. O. Chamon, Yonina C. Eldar, Alejandro Ribeiro
2020 Misc conf
Generalized Graph Spectral Sampling with Stochastic Priors.
ICASSP
Junya Hara, Yuichi Tanaka, Yonina C. Eldar
2020 J jnl
Generalized Sampling on Graphs With Subspace and Smoothness Priors.
IEEE Trans. Signal Process.
Yuichi Tanaka, Yonina C. Eldar
2020 J jnl
Graph Unrolling Networks: Interpretable Neural Networks for Graph Signal Denoising.
CoRR
Siheng Chen, Yonina C. Eldar, Lingxiao Zhao
2020 J jnl
High Resolution FDMA MIMO Radar.
IEEE Trans. Aerosp. Electron. Syst.
David Cohen, Deborah Cohen, Yonina C. Eldar
2020 J jnl
Identifiability Conditions for Compressive Multichannel Blind Deconvolution.
CoRR
Satish Mulleti, Kiryung Lee, Yonina C. Eldar
2020 J jnl
Identifiability Conditions for Compressive Multichannel Blind Deconvolution.
IEEE Trans. Signal Process.
Satish Mulleti, Kiryung Lee, Yonina C. Eldar
2020 J jnl
Inference from Stationary Time Sequences via Learned Factor Graphs.
CoRR
Nir Shlezinger, Nariman Farsad, Yonina C. Eldar, Andrea J. Goldsmith
2020 J jnl
Joint Radar-Communication Strategies for Autonomous Vehicles: Combining Two Key Automotive Technologies.
IEEE Signal Process. Mag.
Dingyou Ma, Nir Shlezinger, Tianyao Huang, Yimin Liu, Yonina C. Eldar
2020 J jnl
Joint Transmit Beamforming for Multiuser MIMO Communications and MIMO Radar.
IEEE Trans. Signal Process.
Xiang Liu, Tianyao Huang, Nir Shlezinger, Yimin Liu, Jie Zhou, Yonina C. Eldar
2020 Misc conf
Learning Task-Based Analog-to-Digital Conversion for MIMO Receivers.
ICASSP
Nir Shlezinger, Ruud J. G. van Sloun, Iris A. M. Huijben, Georgee Tsintsadze, Yonina C. Eldar
2020 J jnl
MAJoRCom: A Dual-Function Radar Communication System Using Index Modulation.
IEEE Trans. Signal Process.
Tianyao Huang, Nir Shlezinger, Xingyu Xu, Yimin Liu, Yonina C. Eldar
2020 J jnl
Model-Based Deep Learning.
CoRR
Nir Shlezinger, Jay Whang, Yonina C. Eldar, Alexandros G. Dimakis
2020 J jnl
Multi-Carrier Agile Phased Array Radar.
IEEE Trans. Signal Process.
Tianyao Huang, Nir Shlezinger, Xingyu Xu, Dingyou Ma, Yimin Liu, Yonina C. Eldar
2020 Misc conf
On Divergence Approximations for Unsupervised Training of Deep Denoisers Based on Stein's Unbiased Risk Estimator.
ICASSP
Shakarim Soltanayev, Raja Giryes, Se Young Chun, Yonina C. Eldar
2020 Misc conf
On Throughput of Millimeter Wave MIMO Systems with Low Resolution ADCs.
ICASSP
Abbas Khalili, Shahram Shahsavari, Farhad Shirani, Elza Erkip, Yonina C. Eldar
2020 J jnl
On Throughput of Millimeter Wave MIMO Systems with Low Resolution ADCs.
CoRR
Abbas Khalili, Shahram Shahsavari, Farhad Shirani Chaharsooghi, Elza Erkip, Yonina C. Eldar
2020 B conf
On the Error Exponent of Approximate Sufficient Statistics for M-ary Hypothesis Testing.
ISIT
Jiachun Pan, Yonglong Li, Vincent Y. F. Tan, Yonina C. Eldar
2020 J jnl
On the Error Exponent of Approximate Sufficient Statistics for M-ary Hypothesis Testing.
CoRR
Jiachun Pan, Yonglong Li, Vincent Y. F. Tan, Yonina C. Eldar
2020 J jnl
Over-the-Air Federated Learning from Heterogeneous Data.
CoRR
Tomer Sery, Nir Shlezinger, Kobi Cohen, Yonina C. Eldar
2020 J jnl
Pilot Sequence Design for Mitigating Pilot Contamination With Reduced RF Chains.
IEEE Trans. Commun.
Shahar Stein Ioushua, Yonina C. Eldar
2020 J jnl
RF Chain Reduction for MIMO Systems: A Hardware Prototype.
IEEE Syst. J.
Tierui Gong, Nir Shlezinger, Shahar Stein Ioushua, Moshe Namer, Zhijia Yang, Yonina C. Eldar
2020 J jnl
RaSSteR: Random Sparse Step-Frequency Radar.
CoRR
Kumar Vijay Mishra, Satish Mulleti, Yonina C. Eldar
2020 A* conf
Sample Efficient Toeplitz Covariance Estimation.
SODA
Yonina C. Eldar, Jerry Li, Cameron Musco, Christopher Musco
2020 J jnl
Sampling Signals on Graphs: From Theory to Applications.
IEEE Signal Process. Mag.
Yuichi Tanaka, Yonina C. Eldar, Antonio Ortega, Gene Cheung
2020 J jnl
Sampling on Graphs: From Theory to Applications.
CoRR
Yuichi Tanaka, Yonina C. Eldar, Antonio Ortega, Gene Cheung
2020 J jnl
Sparse Array Design via Fractal Geometries.
IEEE Trans. Signal Process.
Regev Cohen, Yonina C. Eldar
2020 Misc conf
Sparse Convolutional Beamforming for Wireless Ultrasound.
ICASSP
Alon Mamistvalov, Yonina C. Eldar
2020 J jnl
Statistical model-based evaluation of neural networks.
CoRR
Sandipan Das, Prakash B. Gohain, Alireza M. Javid, Yonina C. Eldar, Saikat Chatterjee
2020 J jnl
Task-Based Analog-to-Digital Converters.
CoRR
Peter Neuhaus, Nir Shlezinger, Meik Dörpinghaus, Yonina C. Eldar, Gerhard P. Fettweis
2020 J jnl
Task-Based Quantization with Application to MIMO Receivers.
CoRR
Nir Shlezinger, Yonina C. Eldar
2020 J jnl
Task-based quantization with application to MIMO receivers.
Commun. Inf. Syst.
Nir Shlezinger, Yonina C. Eldar
2020 J jnl
The Capacity of Memoryless Channels With Sampled Cyclostationary Gaussian Noise.
IEEE Trans. Commun.
Nir Shlezinger, Emeka Abakasanga, Ron Dabora, Yonina C. Eldar
2020 B conf
The Communication-Aware Clustered Federated Learning Problem.
ISIT
Nir Shlezinger, Stefano Rini, Yonina C. Eldar
2020 J jnl
The Global Optimization Geometry of Shallow Linear Neural Networks.
J. Math. Imaging Vis.
Zhihui Zhu, Daniel Soudry, Yonina C. Eldar, Michael B. Wakin
2020 Misc conf
Theoretical Analysis of Multi-Carrier Agile Phased Array Radar.
ICASSP
Tianyao Huang, Nir Shlezinger, Xingyu Xu, Dingyou Ma, Yimin Liu, Yonina C. Eldar
2020 J jnl
UVeQFed: Universal Vector Quantization for Federated Learning.
CoRR
Nir Shlezinger, Mingzhe Chen, Yonina C. Eldar, H. Vincent Poor, Shuguang Cui
2020 J jnl
Unfolding Neural Networks for Compressive Multichannel Blind Deconvolution.
CoRR
Bahareh Tolooshams, Satish Mulleti, Demba E. Ba, Yonina C. Eldar
2020 J jnl
Unrolling of Deep Graph Total Variation for Image Denoising.
CoRR
Huy Vu, Gene Cheung, Yonina C. Eldar
2020 J jnl
ViterbiNet: A Deep Learning Based Viterbi Algorithm for Symbol Detection.
IEEE Trans. Wirel. Commun.
Nir Shlezinger, Nariman Farsad, Yonina C. Eldar, Andrea J. Goldsmith
2020 J jnl
eSampling: Energy Harvesting ADCs.
CoRR
Neha Jain, Nir Shlezinger, Bhawna Tiwari, Yonina C. Eldar, Anubha Gupta, Vivek Ashok Bohara, Pydi Ganga Bahubalindruni
2019 J jnl
A Block Sparsity Based Estimator for mmWave Massive MIMO Channels with Beam Squint.
CoRR
Mingjin Wang, Feifei Gao, Mark F. Flanagan, Nir Shlezinger, Yonina C. Eldar
2019 — conf
A Dual-Function Radar Communication System Using Index Modulation.
SPAWC
Tianyao Huang, Xingyu Xu, Yimin Liu, Nir Shlezinger, Yonina C. Eldar
2019 J jnl
A Family of Hybrid Analog-Digital Beamforming Methods for Massive MIMO Systems.
IEEE Trans. Signal Process.
Shahar Stein Ioushua, Yonina C. Eldar
2019 J jnl
Algorithm Unrolling: Interpretable, Efficient Deep Learning for Signal and Image Processing.
CoRR
Vishal Monga, Yuelong Li, Yonina C. Eldar
2019 J jnl
An Algorithm Unrolling Approach to Deep Blind Image Deblurring.
CoRR
Yuelong Li, Mohammad Tofighi, Junyi Geng, Vishal Monga, Yonina C. Eldar
2019 Misc conf
An Algorithm Unrolling Approach to Deep Image Deblurring.
ICASSP
Yuelong Li, Mohammad Tofighi, Vishal Monga, Yonina C. Eldar
2019 J jnl
An Algorithm Unrolling Approach to Deep Image Deblurring.
CoRR
Yuelong Li, Mohammad Tofighi, Vishal Monga, Yonina C. Eldar
2019 J jnl
An Industry and Government Perspective on Challenges and Open Problems in Signal Processing [SP Forum].
IEEE Signal Process. Mag.
Thomas A. Baran, Gene Frantz, Fernando A. Mujica, Mariappan S. Nadar, Brian M. Sadler, Yonina C. Eldar, Martin Haardt, Peter Willett
2019 J jnl
Asymptotic Task-Based Quantization With Application to Massive MIMO.
IEEE Trans. Signal Process.
Nir Shlezinger, Yonina C. Eldar, Miguel R. D. Rodrigues
2019 — conf
Beam Alignment and Tracking for Autonomous Vehicular Communication using IEEE 802.11ad-based Radar.
INFOCOM Workshops
Guillem Reus Muns, Kumar Vijay Mishra, Carlos Bocanegra Guerra, Yonina C. Eldar, Kaushik R. Chowdhury
2019 Misc conf
Community Inference from Graph Signals with Hidden Nodes.
ICASSP
Hoi-To Wai, Yonina C. Eldar, Asuman E. Ozdaglar, Anna Scaglione
2019 J jnl
Coordinated Nonorthogonal Pilot Design for Massive MIMO.
CoRR
Kaiming Shen, Hei Victor Cheng, Yonina C. Eldar, Wei Yu
2019 Misc conf
Coordinated Pilot Design for Massive MIMO.
ICASSP
Kaiming Shen, Yonina C. Eldar, Wei Yu
2019 Misc conf
Deep Convolutional Robust PCA with Application to Ultrasound Imaging.
ICASSP
Regev Cohen, Yi Zhang, Oren Solomon, Daniel Toberman, Liran Taieb, Ruud J. G. van Sloun, Yonina C. Eldar
2019 Misc conf
Deep Learning for Fast Adaptive Beamforming.
ICASSP
Ben Luijten, Regev Cohen, Frederik J. de Bruijn, Harold A. W. Schmeitz, Massimo Mischi, Yonina C. Eldar, Ruud J. G. van Sloun
2019 — conf
Deep Learning for Interference Identification: Band, Training SNR, and Sample Selection.
SPAWC
Xiwen Zhang, Tolunay Seyfi, Shengtai Ju, Sharan Ramjee, Aly El Gamal, Yonina C. Eldar
2019 J jnl
Deep Learning for Interference Identification: Band, Training SNR, and Sample Selection.
CoRR
Xiwen Zhang, Tolunay Seyfi, Shengtai Ju, Sharan Ramjee, Aly El Gamal, Yonina C. Eldar
2019 Misc conf
Deep Learning for Super-resolution Vascular Ultrasound Imaging.
ICASSP
Ruud J. G. van Sloun, Oren Solomon, Matthew Bruce, Zin Z. Khaing, Yonina C. Eldar, Massimo Mischi
2019 B conf
Deep Neural Network Symbol Detection for Millimeter Wave Communications.
GLOBECOM
Yun Liao, Nariman Farsad, Nir Shlezinger, Yonina C. Eldar, Andrea J. Goldsmith
2019 J jnl
Deep Neural Network Symbol Detection for Millimeter Wave Communications.
CoRR
Yun Liao, Nariman Farsad, Nir Shlezinger, Yonina C. Eldar, Andrea J. Goldsmith
2019 Misc conf
Deep Quantization for MIMO Channel Estimation.
ICASSP
Matan Shohat, Georgee Tsintsadze, Nir Shlezinger, Yonina C. Eldar
2019 Misc conf
Deep Signal Recovery with One-bit Quantization.
ICASSP
Shahin Khobahi, Naveed Naimipour, Mojtaba Soltanalian, Yonina C. Eldar
2019 J jnl
Deep Task-Based Quantization.
CoRR
Nir Shlezinger, Yonina C. Eldar
2019 J jnl
Deep learning in ultrasound imaging.
CoRR
Ruud J. G. van Sloun, Regev Cohen, Yonina C. Eldar
2019 J jnl
Dictionary Learning for Adaptive GPR Landmine Classification.
IEEE Trans. Geosci. Remote. Sens.
Fabio Giovanneschi, Kumar Vijay Mishra, María Antonia González-Huici, Yonina C. Eldar, Joachim H. G. Ender
2019 J jnl
Distributed Quantization for Sparse Time Sequences.
CoRR
Alejandro Cohen, Nir Shlezinger, Salman Salamatian, Yonina C. Eldar, Muriel Médard
2019 — conf
Dynamic Metasurface Antennas Based Downlink Massive MIMO Systems.
SPAWC
Hanqing Wang, Nir Shlezinger, Shi Jin, Yonina C. Eldar, Insang Yoo, Mohammadreza F. Imani, David R. Smith
2019 J jnl
Dynamic Metasurface Antennas for MIMO-OFDM Receivers with Bit-Limited ADCs.
CoRR
Hanqing Wang, Nir Shlezinger, Yonina C. Eldar, Shi Jin, Mohammadreza F. Imani, Insang Yoo, David R. Smith
2019 J jnl
Dynamic Metasurface Antennas for Uplink Massive MIMO Systems.
CoRR
Nir Shlezinger, Or Dicker, Yonina C. Eldar, Insang Yoo, Mohammadreza F. Imani, David R. Smith
2019 J jnl
Dynamic Metasurface Antennas for Uplink Massive MIMO Systems.
IEEE Trans. Commun.
Nir Shlezinger, Or Dicker, Yonina C. Eldar, Insang Yoo, Mohammadreza F. Imani, David R. Smith
2019 Misc conf
Dynamic Metasurfaces for Massive MIMO Networks.
ICASSP
Nir Shlezinger, Or Dicker, Yonina C. Eldar, Mohammadreza F. Imani, David R. Smith
2019 J jnl
Fast Deep Learning for Automatic Modulation Classification.
CoRR
Sharan Ramjee, Shengtai Ju, Diyu Yang, Xiaoyu Liu, Aly El Gamal, Yonina C. Eldar
2019 J jnl
Frequency-Resolved Optical Gating Recovery via Smoothing Gradient.
IEEE Trans. Signal Process.
Samuel Pinilla, Tamir Bendory, Yonina C. Eldar, Henry Arguello
2019 — conf
Geolocation with Graph-Based Model Fitting.
CAMSAP
Tsvi G. Dvorkind, Yonina C. Eldar
2019 J jnl
HYDRA: Hybrid Deep Magnetic Resonance Fingerprinting.
CoRR
Pingfan Song, Yonina C. Eldar, Gal Mazor, Miguel R. D. Rodrigues
2019 — conf
Hardware-Limited Task-Based Quantization.
SPAWC
Nir Shlezinger, Yonina C. Eldar, Miguel R. D. Rodrigues
2019 J jnl
Hardware-Limited Task-Based Quantization.
IEEE Trans. Signal Process.
Nir Shlezinger, Yonina C. Eldar, Miguel R. D. Rodrigues
2019 J jnl
Joint Radar-Communications Strategies for Autonomous Vehicles.
CoRR
Dingyou Ma, Nir Shlezinger, Tianyao Huang, Yimin Liu, Yonina C. Eldar
2019 B conf
Joint Sampling and Recovery of Correlated Sources.
ISIT
Nir Shlezinger, Salman Salamatian, Yonina C. Eldar, Muriel Médard
2019 J jnl
MAJoRCom: A Dual-Function Radar Communication System Using Index Modulation.
CoRR
Tianyao Huang, Nir Shlezinger, Xingyu Xu, Yimin Liu, Yonina C. Eldar
2019 Misc conf
Magnetic Resonance Fingerprinting Using a Residual Convolutional Neural Network.
ICASSP
Pingfan Song, Yonina C. Eldar, Gal Mazor, Miguel R. D. Rodrigues
2019 — conf
Modeling and Recovery of Graph Signals and Difference-Based Signals.
GlobalSIP
Ariel Kroizer, Yonina C. Eldar, Tirza Routtenberg
2019 J jnl
Multi-Carrier Agile Phased Array Radar.
CoRR
Tianyao Huang, Nir Shlezinger, Xingyu Xu, Dingyou Ma, Yimin Liu, Yonina C. Eldar
2019 B conf
On Multiterminal Communication over MIMO Channels with One-bit ADCs at the Receivers.
ISIT
Abbas Khalili, Farhad Shirani, Elza Erkip, Yonina C. Eldar
2019 J jnl
On Multiterminal Communication over MIMO Channels with One-bit ADCs at the Receivers.
CoRR
Abbas Khalili, Farhad Shirani, Elza Erkip, Yonina C. Eldar
2019 B conf
On the Capacity of Sampled Interference-Limited Communications Channels.
ISIT
Nir Shlezinger, Emeka Abakasanga, Ron Dabora, Yonina C. Eldar
2019 J jnl
On the Sample Complexity of Multichannel Frequency Estimation via Convex Optimization.
IEEE Trans. Inf. Theory
Zai Yang, Jinhui Tang, Yonina C. Eldar, Lihua Xie
2019 J jnl
On the Spectral Efficiency of Noncooperative Uplink Massive MIMO Systems.
IEEE Trans. Commun.
Nir Shlezinger, Yonina C. Eldar
2019 J jnl
Optimal Number of Measurements in a Linear System With Quadratically Decreasing SNR.
IEEE Trans. Signal Process.
Yang Lu, Wei Dai, Yonina C. Eldar
2019 Misc conf
Parallel Coordinate Descent Algorithms for Sparse Phase Retrieval.
ICASSP
Yang Yang, Marius Pesavento, Yonina C. Eldar, Björn E. Ottersten
2019 J jnl
Phase Retrieval of Low-Rank Matrices by Anchored Regression.
CoRR
Kiryung Lee, Sohail Bahmani, Yonina C. Eldar, Justin Romberg
2019 J jnl
RF Chain Reduction for MIMO Systems: A Hardware Prototype.
CoRR
Tierui Gong, Nir Shlezinger, Shahar Stein Ioushua, Moshe Namer, Zhijia Yang, Yonina C. Eldar
2019 J jnl
Radar and Communication Co-existence: an Overview.
CoRR
Le Zheng, Marco Lops, Yonina C. Eldar, Xiaodong Wang
2019 J jnl
Radar and Communication Coexistence: An Overview: A Review of Recent Methods.
IEEE Signal Process. Mag.
Le Zheng, Marco Lops, Yonina C. Eldar, Xiaodong Wang
2019 J jnl
Robust Simultaneous Wireless Information and Power Transfer in Beamspace Massive MIMO.
IEEE Trans. Wirel. Commun.
Fengchao Zhu, Feifei Gao, Yonina C. Eldar, Gongbin Qian
2019 J jnl
SPARCOM: Sparsity Based Super-resolution Correlation Microscopy.
SIAM J. Imaging Sci.
Oren Solomon, Yonina C. Eldar, Maor Mutzafi, Mordechai Segev
2019 J jnl
Sample Efficient Toeplitz Covariance Estimation.
CoRR
Yonina C. Eldar, Jerry Li, Cameron Musco, Christopher Musco
2019 J jnl
Sampling and Super Resolution of Sparse Signals Beyond the Fourier Domain.
IEEE Trans. Signal Process.
Ayush Bhandari, Yonina C. Eldar
2019 J jnl
Semi-Supervised Learning in Network-Structured Data via Total Variation Minimization.
IEEE Trans. Signal Process.
Alexander Jung, Alfred O. Hero III, Alexandru Mara, Saeed Jahromi, Ayelet Heimowitz, Yonina C. Eldar
2019 J jnl
Semi-supervised Learning in Network-Structured Data via Total Variation Minimization.
CoRR
Alexander Jung, Alfred O. Hero III, Alexandru Mara, Saeed Jahromi, Ayelet Heimowitz, Yonina C. Eldar
2019 — conf
Serial Quantization for Representing Sparse Signals.
Allerton
Alejandro Cohen, Nir Shlezinger, Yonina C. Eldar, Muriel Médard
2019 J jnl
Serial Quantization for Representing Sparse Signals.
CoRR
Alejandro Cohen, Nir Shlezinger, Yonina C. Eldar, Muriel Médard
2019 Misc conf
Sparse Fractal Array Design with Increased Degrees of Freedom.
ICASSP
Regev Cohen, Yonina C. Eldar
2019 Misc conf
Sparse Recovery over Nonlinear Dictionaries.
ICASSP
Luiz F. O. Chamon, Yonina C. Eldar, Alejandro Ribeiro
2019 Misc conf
Spectral Efficiency of Noncooperative Uplink Massive MIMO Systems with Joint Decoding.
ICASSP
Nir Shlezinger, Yonina C. Eldar
2019 Misc conf
Super-resolution Using Flow Estimation in Contrast Enhanced Ultrasound Imaging.
ICASSP
Oren Solomon, Ruud J. G. van Sloun, Massimo Mischi, Yonina C. Eldar
2019 Misc conf
Task-Based Quantization for Massive MIMO Channel Estimation.
ICASSP
Nir Shlezinger, Yonina C. Eldar, Miguel R. D. Rodrigues
2019 B conf
Task-Based Quantization for Recovering Quadratic Functions Using Principal Inertia Components.
ISIT
Salman Salamatian, Nir Shlezinger, Yonina C. Eldar, Muriel Médard
2019 J jnl
TenDSuR: Tensor-Based 4D Sub-Nyquist Radar.
IEEE Signal Process. Lett.
Siqi Na, Kumar Vijay Mishra, Yimin Liu, Yonina C. Eldar, Xiqin Wang
2019 J jnl
The Capacity of Memoryless Channels with Sampled Cyclostationary Gaussian Noise.
CoRR
Nir Shlezinger, Emeka Abakasanga, Ron Dabora, Yonina C. Eldar
2019 J jnl
The Distortion-Rate Function of Sampled Wiener Processes.
IEEE Trans. Inf. Theory
Alon Kipnis, Andrea J. Goldsmith, Yonina C. Eldar
2019 B conf
Tradeoff Between Delay and High SNR Capacity in Quantized MIMO Systems.
ISIT
Abbas Khalili, Farhad Shirani, Elza Erkip, Yonina C. Eldar
2019 J jnl
Tradeoff Between Delay and High SNR Capacity in Quantized MIMO Systems.
CoRR
Abbas Khalili, Farhad Shirani, Elza Erkip, Yonina C. Eldar
2019 J jnl
ViterbiNet: A Deep Learning Based Viterbi Algorithm for Symbol Detection.
CoRR
Nir Shlezinger, Nariman Farsad, Yonina C. Eldar, Andrea J. Goldsmith
2019 — conf
ViterbiNet: Symbol Detection Using a Deep Learning Based Viterbi Algorithm.
SPAWC
Nir Shlezinger, Yonina C. Eldar, Nariman Farsad, Andrea J. Goldsmith
2018 J jnl
A Cognitive Sub-Nyquist MIMO Radar Prototype.
CoRR
Kumar Vijay Mishra, Yonina C. Eldar, Eli Shoshan, Moshe Namer, Maxim Meltsin
2018 J jnl
A Unified View of Diffusion Maps and Signal Processing on Graphs.
CoRR
Ayelet Heimowitz, Yonina C. Eldar
2018 J jnl
Analog-to-Digital Cognitive Radio: Sampling, Detection, and Hardware.
IEEE Signal Process. Mag.
Deborah Cohen, Shahar Tsiper, Yonina C. Eldar
2018 J jnl
Analog-to-Digital Compression: A New Paradigm for Converting Signals to Bits.
CoRR
Alon Kipnis, Yonina C. Eldar, Andrea J. Goldsmith
2018 J jnl
Analog-to-Digital Compression: A New Paradigm for Converting Signals to Bits.
IEEE Signal Process. Mag.
Alon Kipnis, Yonina C. Eldar, Andrea J. Goldsmith
2018 J jnl
Analysis of Frequency Agile Radar via Compressed Sensing.
CoRR
Tianyao Huang, Yimin Liu, Xingyu Xu, Yonina C. Eldar, Xiqin Wang
2018 J jnl
Analysis of Frequency Agile Radar via Compressed Sensing.
IEEE Trans. Signal Process.
Tianyao Huang, Yimin Liu, Xingyu Xu, Yonina C. Eldar, Xiqin Wang
2018 — conf
Average Case Analysis of Compressive Multichannel Frequency Estimation Using Atomic Norm Minimization.
DSP
Zai Yang, Yonina C. Eldar, Lihua Xie
2018 B conf
Blind Detection for Ambient Backscatter Communication System with Multiple-Antenna tags.
GLOBECOM
Chen Chen, Gongpu Wang, Feifei Gao, Yonina C. Eldar, Hao Guan
2018 J jnl
Blind Phaseless Short-Time Fourier Transform Recovery.
CoRR
Tamir Bendory, Dan Edidin, Yonina C. Eldar
2018 B conf
Coupled Dictionary Learning for Multi-Contrast MRI Reconstruction.
ICIP
Pingfan Song, Lior Weizman, João F. C. Mota, Yonina C. Eldar, Miguel R. D. Rodrigues
2018 J jnl
Coupled Dictionary Learning for Multi-contrast MRI Reconstruction.
CoRR
Pingfan Song, Lior Weizman, João F. C. Mota, Yonina C. Eldar, Miguel R. D. Rodrigues
2018 J jnl
Deep Signal Recovery with One-Bit Quantization.
CoRR
Shahin Khobahi, Naveed Naimipour, Mojtaba Soltanalian, Yonina C. Eldar
2018 J jnl
Deep Unfolded Robust PCA with Application to Clutter Suppression in Ultrasound.
CoRR
Oren Solomon, Regev Cohen, Yi Zhang, Yi Yang, Qiong He, Jianwen Luo, Ruud J. G. van Sloun, Yonina C. Eldar
2018 J jnl
Dictionary Learning for Adaptive GPR Target Classification.
CoRR
Fabio Giovanneschi, Kumar Vijay Mishra, María Antonia González-Huici, Yonina C. Eldar, Joachim H. G. Ender
2018 J jnl
Functional Nonlinear Sparse Models.
CoRR
Luiz F. O. Chamon, Yonina C. Eldar, Alejandro Ribeiro
2018 J jnl
Fundamental Distortion Limits of Analog-to-Digital Compression.
IEEE Trans. Inf. Theory
Alon Kipnis, Yonina C. Eldar, Andrea J. Goldsmith
2018 Misc conf
Graph Sampling with and Without Input Priors.
ICASSP
Sundeep Prabhakar Chepuri, Yonina C. Eldar, Geert Leus
2018 J jnl
Hardware-Limited Task-Based Quantization.
CoRR
Nir Shlezinger, Yonina C. Eldar, Miguel R. D. Rodrigues
2018 Misc conf
Implications and methods for co-existing automotive radar and communication systems.
ACSSC
Zora Slavik, Oliver Bringmann, Wolfgang Rosenstiel, Yonina C. Eldar
2018 J jnl
Introduction to the Issue on Information-Theoretic Methods in Data Acquisition, Analysis, and Processing.
IEEE J. Sel. Top. Signal Process.
Miguel R. D. Rodrigues, Helmut Bölcskei, Stark C. Draper, Yonina C. Eldar, Vincent Yan Fu Tan
2018 J jnl
Measurement Matrix Design for Phase Retrieval Based on Mutual Information.
IEEE Trans. Signal Process.
Nir Shlezinger, Ron Dabora, Yonina C. Eldar
2018 J jnl
Non-Convex Phase Retrieval From STFT Measurements.
IEEE Trans. Inf. Theory
Tamir Bendory, Yonina C. Eldar, Nicolas Boumal
2018 J jnl
On Fienup Methods for Sparse Phase Retrieval.
IEEE Trans. Signal Process.
Edouard Pauwels, Amir Beck, Yonina C. Eldar, Shoham Sabach
2018 B conf
On MIMO Channel Capacity with Output Quantization Constraints.
ISIT
Abbas Khalili, Stefano Rini, Luca Barletta, Elza Erkip, Yonina C. Eldar
2018 J jnl
On MIMO Channel Capacity with Output Quantization Constraints.
CoRR
Abbas Khalili, Stefano Rini, Luca Barletta, Elza Erkip, Yonina C. Eldar
2018 J jnl
On the Spectral Efficiency of Noncooperative Uplink Massive MIMO Systems.
CoRR
Nir Shlezinger, Yonina C. Eldar
2018 Misc conf
Optimized Sparse Array Design Based on the Sum Coarray.
ICASSP
Regev Cohen, Yonina C. Eldar
2018 — conf
Optimizing Pilots and Analog Processing for Channel Estimation in Cell-Free Massive MIMO with One-Bit ADCs.
SPAWC
Seok-Hwan Park, Osvaldo Simeone, Yonina C. Eldar, Elza Erkip
2018 J jnl
Pilot Contamination Mitigation with Reduced RF Chains.
CoRR
Shahar Stein Ioushua, Yonina C. Eldar
2018 Misc conf
Recovering Signals from their FROG Trace.
ICASSP
Tamir Bendory, Dan Edidin, Yonina C. Eldar
2018 J jnl
SUMMeR: Sub-Nyquist MIMO Radar.
IEEE Trans. Signal Process.
David Cohen, Deborah Cohen, Yonina C. Eldar, Alexander M. Haimovich
2018 J jnl
Sampling and Super-resolution of Sparse Signals Beyond the Fourier Domain.
CoRR
Ayush Bhandari, Yonina C. Eldar
2018 B conf
Single Letter Formulas for Quantized Compressed Sensing with Gaussian Codebooks.
ISIT
Alon Kipnis, Galen Reeves, Yonina C. Eldar
2018 J jnl
Solving Systems of Random Quadratic Equations via Truncated Amplitude Flow.
IEEE Trans. Inf. Theory
Gang Wang, Georgios B. Giannakis, Yonina C. Eldar
2018 J jnl
Sparse Convolutional Beamforming for Ultrasound Imaging.
CoRR
Regev Cohen, Yonina C. Eldar
2018 J jnl
Spectrum Sharing Radar: Coexistence via Xampling.
IEEE Trans. Aerosp. Electron. Syst.
Deborah Cohen, Kumar Vijay Mishra, Yonina C. Eldar
2018 Misc conf
Strong Duality of Sparse Functional Optimization.
ICASSP
Luiz F. O. Chamon, Yonina C. Eldar, Alejandro Ribeiro
2018 J jnl
Sub-Nyquist Radar Systems: Temporal, Spectral and Spatial Compression.
CoRR
Deborah Cohen, Yonina C. Eldar
2018 J jnl
Sub-Nyquist Radar Systems: Temporal, Spectral, and Spatial Compression.
IEEE Signal Process. Mag.
Deborah Cohen, Yonina C. Eldar
2018 J jnl
Sub-Nyquist Radar: Principles and Prototypes.
CoRR
Kumar Vijay Mishra, Yonina C. Eldar
2018 J jnl
Subspace Estimation From Incomplete Observations: A High-Dimensional Analysis.
IEEE J. Sel. Top. Signal Process.
Chuang Wang, Yonina C. Eldar, Yue M. Lu
2018 J jnl
Subspace Estimation from Incomplete Observations: A High-Dimensional Analysis.
CoRR
Chuang Wang, Yonina C. Eldar, Yue M. Lu
2018 J jnl
Super-resolution Ultrasound Localization Microscopy through Deep Learning.
CoRR
Ruud J. G. van Sloun, Oren Solomon, Matthew Bruce, Zin Z. Khaing, Hessel Wijkstra, Yonina C. Eldar, Massimo Mischi
2018 J jnl
The Distortion Rate Function of Cyclostationary Gaussian Processes.
IEEE Trans. Inf. Theory
Alon Kipnis, Andrea J. Goldsmith, Yonina C. Eldar
2018 — conf
The Enhanced Kramers Kronig Receiver.
OFC
Lior Blech, Yonina C. Eldar, Cristian Antonelli, Antonio Mecozzi, Mark Shtaif
2018 J jnl
The Global Optimization Geometry of Shallow Linear Neural Networks.
CoRR
Zhihui Zhu, Daniel Soudry, Yonina C. Eldar, Michael B. Wakin
2018 Misc conf
The Learned Inexact Project Gradient Descent Algorithm.
ICASSP
Raja Giryes, Yonina C. Eldar, Alexander M. Bronstein, Guillermo Sapiro
2018 Misc conf
The Nystrom Extension for Signals Defined on a Graph.
ICASSP
Ayelet Heimowitz, Yonina C. Eldar
2018 Misc conf
Total Variation Iterative Linear Expansion of Thresholds with Applications in CT.
ICASSP
Shahar Tsiper, Oren Solomon, Yonina C. Eldar
2018 J jnl
Tradeoffs Between Convergence Speed and Reconstruction Accuracy in Inverse Problems.
IEEE Trans. Signal Process.
Raja Giryes, Yonina C. Eldar, Alexander M. Bronstein, Guillermo Sapiro
2018 J jnl
iMAP Beamforming for High Quality High Frame Rate Imaging.
CoRR
Tanya Chernyakova, Dan Cohen, Meged Shoham, Yonina C. Eldar
2017 J jnl
A General Framework for Low-Resolution Receivers for MIMO Channels.
CoRR
Stefano Rini, Luca Barletta, Yonina C. Eldar, Elza Erkip
2017 J jnl
A Mixer Front End for a Four-Channel Modulated Wideband Converter With 62-dB Blocker Rejection.
IEEE J. Solid State Circuits
Douglas Adams, Yonina C. Eldar, Boris Murmann
2017 B conf
A general framework for MIMO receivers with low-resolution quantization.
ITW
Stefano Rini, Luca Barletta, Yonina C. Eldar, Elza Erkip
2017 J jnl
Analog to Digital Cognitive Radio: Sampling, Detection and Hardware.
CoRR
Deborah Cohen, Shahar Tsiper, Yonina C. Eldar
2017 J jnl
CaSCADE: Compressed Carrier and DOA Estimation.
IEEE Trans. Signal Process.
Shahar Stein, Or Yair, Deborah Cohen, Yonina C. Eldar
2017 J jnl
Challenges and Open Problems in Signal Processing: Panel Discussion Summary from ICASSP 2017 [Panel and Forum].
IEEE Signal Process. Mag.
Yonina C. Eldar, Alfred O. Hero III, Li Deng, Jeffrey A. Fessler, Jelena Kovacevic, H. Vincent Poor, Steve J. Young
2017 Misc conf
Compressed cyclostationary detection for Cognitive Radio.
ICASSP
Deborah Cohen, Yonina C. Eldar
2017 B conf
Compressed sensing under optimal quantization.
ISIT
Alon Kipnis, Galen Reeves, Yonina C. Eldar, Andrea J. Goldsmith
2017 J jnl
Convolutional Phase Retrieval via Gradient Descent.
CoRR
Qing Qu, Yuqian Zhang, Yonina C. Eldar, John Wright
2017 — conf
Convolutional Phase Retrieval.
NIPS
Qing Qu, Yuqian Zhang, Yonina C. Eldar, John Wright
2017 Misc conf
Estimation in autoregressive processes with partial observations.
ICASSP
Milind Rao, Tara Javidi, Yonina C. Eldar, Andrea J. Goldsmith
2017 J jnl
Fast Vascular Ultrasound Imaging With Enhanced Spatial Resolution and Background Rejection.
IEEE Trans. Medical Imaging
Avinoam David Bar-Zion, Charles Tremblay-Darveau, Oren Solomon, Dan Adam, Yonina C. Eldar
2017 J jnl
Fourier Phase Retrieval: Uniqueness and Algorithms.
CoRR
Tamir Bendory, Robert Beinert, Yonina C. Eldar
2017 B conf
Fundamental estimation limits in autoregressive processes with compressive measurements.
ISIT
Milind Rao, Tara Javidi, Yonina C. Eldar, Andrea Goldsmith
2017 J jnl
Hybrid Analog-Digital Beamforming for Massive MIMO Systems.
CoRR
Shahar Stein Ioushua, Yonina C. Eldar
2017 J jnl
Low Rank Magnetic Resonance Fingerprinting.
CoRR
Gal Mazor, Lior Weizman, Assaf Tal, Yonina C. Eldar
2017 Misc conf
Low rank phase retrieval.
ICASSP
Seyedehsara Nayer, Namrata Vaswani, Yonina C. Eldar
2017 J jnl
Low-Rank Phase Retrieval.
IEEE Trans. Signal Process.
Namrata Vaswani, Seyedehsara Nayer, Yonina C. Eldar
2017 J jnl
Measurement Matrix Design for Phase Retrieval Based on Mutual Information.
CoRR
Nir Shlezinger, Ron Dabora, Yonina C. Eldar
2017 J jnl
On Fienup Methods for Regularized Phase Retrieval.
CoRR
Edouard Pauwels, Amir Beck, Yonina C. Eldar, Shoham Sabach
2017 J jnl
On Signal Reconstruction from FROG Measurements.
CoRR
Tamir Bendory, Dan Edidin, Yonina C. Eldar
2017 J jnl
On the 2D Phase Retrieval Problem.
IEEE Trans. Signal Process.
Dani Kogan, Yonina C. Eldar, Dan Oron
2017 J jnl
On the Minimax Capacity Loss Under Sub-Nyquist Universal Sampling.
IEEE Trans. Inf. Theory
Yuxin Chen, Andrea J. Goldsmith, Yonina C. Eldar
2017 J jnl
On the Sample Complexity of Multichannel Frequency Estimation via Convex Optimization.
CoRR
Zai Yang, Jinhui Tang, Yonina C. Eldar, Lihua Xie
2017 J jnl
On the Uniqueness of FROG Methods.
CoRR
Tamir Bendory, Pavel Sidorenko, Yonina C. Eldar
2017 J jnl
On the Uniqueness of FROG Methods.
IEEE Signal Process. Lett.
Tamir Bendory, Pavel Sidorenko, Yonina C. Eldar
2017 J jnl
Online Dictionary Learning Aided Target Recognition In Cognitive GPR.
CoRR
Fabio Giovanneschi, Kumar Vijay Mishra, María Antonia González-Huici, Yonina C. Eldar, Joachim H. G. Ender
2017 C conf
Online dictionary learning aided target recognition in cognitive GPR.
IGARSS
Fabio Giovanneschi, Kumar Vijay Mishra, María Antonia González-Huici, Yonina C. Eldar, Joachim H. G. Ender
2017 — conf
Optimal number of measurements for compressed sensing with quadratically decreasing SNR.
EUSIPCO
Yang Lu, Wei Dai, Yonina C. Eldar
2017 — conf
PEAR: PEriodic and ApeRiodic signal separation for fast FMRI.
EMBC
Lior Weizman, Karla L. Miller, Yonina C. Eldar, Osher Maayan, Mark Chiew
2017 Misc conf
Performance of time delay estimation in a cognitive radar.
ICASSP
Kumar Vijay Mishra, Yonina C. Eldar
2017 J jnl
Performance of time delay estimation in a cognitive radar.
CoRR
Kumar Vijay Mishra, Yonina C. Eldar
2017 Misc conf
Phase retrieval from STFT measurements via non-convex optimization.
ICASSP
Tamir Bendory, Yonina C. Eldar
2017 — conf
Pilot contamination mitigation with reduced RF chains.
SPAWC
Shahar Stein Ioushua, Yonina C. Eldar
2017 — conf
Pseudo-polar reconstruction for tomography.
ISBI
Shahar Tsiper, Yonina C. Eldar
2017 J jnl
RAPToR: A Resampling Algorithm for Pseudo-Polar based Tomographic Reconstruction.
CoRR
Shahar Tsiper, Yonina C. Eldar
2017 Misc conf
Rate-distortion trade-offs in acquisition of signal parameters.
ICASSP
Miguel R. D. Rodrigues, Nikos Deligiannis, Lifeng Lai, Yonina C. Eldar
2017 J jnl
Sensor Calibration for Off-the-Grid Spectral Estimation.
CoRR
Yonina C. Eldar, Wenjing Liao, Sui Tang
2017 J jnl
Sparse Doppler Sensing.
CoRR
Regev Cohen, Yonina C. Eldar
2017 — conf
Sparse emission pattern in spectral blood Doppler.
ISBI
Regev Cohen, Yonina C. Eldar
2017 Misc conf
Sparsity based super-resolution optical imaging using correlation information.
ICASSP
Oren Solomon, Maor Mutzafi, Mordechai Segev, Yonina C. Eldar
2017 J jnl
Sparsity-Based Super Resolution for SEM Images.
CoRR
Shahar Tsiper, Or Dicker, Idan Kaizerman, Zeev Zohar, Mordechai Segev, Yonina C. Eldar
2017 — conf
Spectrum Sharing Solution for Automotive Radar.
VTC Spring
Kumar Vijay Mishra, Andrey Zhitnikov, Yonina C. Eldar
2017 J jnl
Sub-Nyquist Channel Estimation over IEEE 802.11ad Link.
CoRR
Kumar Vijay Mishra, Yonina C. Eldar
2017 J jnl
Sub-Nyquist Cyclostationary Detection for Cognitive Radio.
IEEE Trans. Signal Process.
Deborah Cohen, Yonina C. Eldar
2017 J jnl
Sub-Nyquist SAR via Fourier Domain Range-Doppler Processing.
IEEE Trans. Geosci. Remote. Sens.
Kfir Aberman, Yonina C. Eldar
2017 Misc conf
Sub-Nyquist pulse Doppler MIMO radar.
ICASSP
David Cohen, Deborah Cohen, Yonina C. Eldar, Alexander M. Haimovich
2017 J jnl
The SPURS Algorithm for Resampling an Irregularly Sampled Signal onto a Cartesian Grid.
IEEE Trans. Medical Imaging
Amir Kiperwas, Daniel Rosenfeld, Yonina C. Eldar
2017 B conf
Using mutual information for designing the measurement matrix in phase retrieval problems.
ISIT
Nir Shlezinger, Ron Dabora, Yonina C. Eldar
2017 Misc conf
Xampling-enabled coexistence in spectrally crowded environments.
ICASSP
Kumar Vijay Mishra, David Cohen, Shahar Tsiper, Shahar Stein, Eli Shoshan, Moshe Namer, Maxim Meltsin, Ron Madmoni, Eran Ronen, Yana Grimovich, Yonina C. Eldar
2016 Misc conf
A swiss army knife for finite rate of innovation sampling theory.
ICASSP
Ayush Bhandari, Yonina C. Eldar
2016 J jnl
CaSCADE: Compressed Carrier and DOA Estimation.
CoRR
Shahar Stein, Or Yair, Deborah Cohen, Yonina C. Eldar
2016 Misc conf
Carrier frequency and bandwidth estimation of cyclostationary multiband signals.
ICASSP
Deborah Cohen, Liad Pollak, Yonina C. Eldar
2016 Misc conf
Coded excitation ultrasound: Efficient implementation via frequency domain processing.
ICASSP
Almog Lahav, Yuval Ben-Shalom, Tanya Chernyakova, Yonina C. Eldar
2016 J jnl
Cognitive Sub-Nyquist Hardware Prototype of a Collocated MIMO Radar.
CoRR
Kumar Vijay Mishra, Eli Shoshan, Moshe Namer, Maxim Meltsin, David Cohen, Ron Madmoni, Shahar Dror, Robert Ifraimov, Yonina C. Eldar
2016 J jnl
DOLPHIn - Dictionary Learning for Phase Retrieval.
CoRR
Andreas M. Tillmann, Yonina C. Eldar, Julien Mairal
2016 J jnl
DOLPHIn - Dictionary Learning for Phase Retrieval.
IEEE Trans. Signal Process.
Andreas M. Tillmann, Yonina C. Eldar, Julien Mairal
2016 Misc conf
Detection with phaseless measurements.
ICASSP
Amitai Koretz, Ami Wiesel, Yonina C. Eldar
2016 Misc conf
Dictionary learning from phaseless measurements.
ICASSP
Andreas M. Tillmann, Yonina C. Eldar, Julien Mairal
2016 J jnl
Distortion Rate Function of Sub-Nyquist Sampled Gaussian Sources.
IEEE Trans. Inf. Theory
Alon Kipnis, Andrea J. Goldsmith, Yonina C. Eldar, Tsachy Weissman
2016 Misc conf
Fast alternating projected gradient descent algorithms for recovering spectrally sparse signals.
ICASSP
Myung Cho, Jian-Feng Cai, Suhui Liu, Yonina C. Eldar, Weiyu Xu
2016 J jnl
FoCUS: Fourier-based Coded Ultrasound.
CoRR
Almog Lahav, Tanya Chernyakova, Yonina C. Eldar
2016 J jnl
Guiding Principles for a Pediatric Neurology ICU (neuroPICU) Bedside Multimodal Monitor.
Appl. Clin. Inform.
Yonina C. Eldar, Daniel Gopher, Amihai Gottlieb, Rotem Lammfromm, Halinder Mangat, Nimrod Peleg, Steven Pon, Igal Rozenberg, Nicholas Schiff, David Stark, Peter Yan, Hillel Pratt, Barry Kosofsky, Zachary M. Grinspan
2016 B conf
Information rates of sampled Wiener processes.
ISIT
Alon Kipnis, Yonina C. Eldar, Andrea J. Goldsmith
2016 J jnl
Low Rank Phase Retrieval.
CoRR
Namrata Vaswani, Seyedehsara Nayer, Yonina C. Eldar
2016 — conf
Low rank magnetic resonance fingerprinting.
EMBC
Gal Mazor, Lior Weizman, Assaf Tal, Yonina C. Eldar
2016 — conf
Low rank matrix recovery from column-wise phaseless measurements.
SSP
Seyedehsara Nayer, Namrata Vaswani, Yonina C. Eldar
2016 J jnl
Non-Convex Phase Retrieval from STFT Measurements.
CoRR
Tamir Bendory, Yonina C. Eldar
2016 J jnl
On The 2D Phase Retrieval Problem.
CoRR
Dani Kogan, Yonina C. Eldar, Dan Oron
2016 Misc conf
On convexity and identifiability in 1-D Fourier phase retrieval.
ICASSP
Kejun Huang, Yonina C. Eldar, Nicholas D. Sidiropoulos
2016 J jnl
On the Minimax Risk of Dictionary Learning.
IEEE Trans. Inf. Theory
Alexander Jung, Yonina C. Eldar, Norbert Goertz
2016 J jnl
Phase Retrieval from 1D Fourier Measurements: Convexity, Uniqueness, and Algorithms.
CoRR
Kejun Huang, Yonina C. Eldar, Nicholas D. Sidiropoulos
2016 J jnl
Phase Retrieval from 1D Fourier Measurements: Convexity, Uniqueness, and Algorithms.
IEEE Trans. Signal Process.
Kejun Huang, Yonina C. Eldar, Nicholas D. Sidiropoulos
2016 Misc conf
Phaseless super-resolution using masks.
ICASSP
Kishore Jaganathan, James Saunderson, Maryam Fazel, Yonina C. Eldar, Babak Hassibi
2016 J jnl
Photoacoustic imaging beyond the acoustic diffraction-limit with dynamic speckle illumination and sparse joint support recovery.
CoRR
Eliel Hojman, Thomas Chaigne, Oren Solomon, Sylvain Gigan, Emmanuel Bossy, Yonina C. Eldar, Ori Katz
2016 — conf
Power-Efficient Cameras Using Natural Image Statistics.
CVPR Workshops
Roni Feldman, Yair Weiss, Yonina C. Eldar
2016 J jnl
Recent Advances in Phase Retrieval [Lecture Notes].
IEEE Signal Process. Mag.
Yonina C. Eldar, Nethaniel Hammen, Dustin G. Mixon
2016 Misc conf
Reference-based compressed sensing: A sample complexity approach.
ICASSP
João F. C. Mota, Lior Weizman, Nikos Deligiannis, Yonina C. Eldar, Miguel R. D. Rodrigues
2016 — conf
SIGIBE: Solving random bilinear equations via gradient descent with spectral initialization.
EUSIPCO
Antonio G. Marques, Gonzalo Mateos, Yonina C. Eldar
2016 J jnl
STFT Phase Retrieval: Uniqueness Guarantees and Recovery Algorithms.
IEEE J. Sel. Top. Signal Process.
Kishore Jaganathan, Yonina C. Eldar, Babak Hassibi
2016 J jnl
SUMMeR: Sub-Nyquist MIMO Radar.
CoRR
David Cohen, Deborah Cohen, Yonina C. Eldar, Alexander M. Haimovich
2016 J jnl
Sampling stationary signals subject to bitrate constraints.
CoRR
Alon Kipnis, Yonina C. Eldar, Andrea J. Goldsmith
2016 A* conf
Sparse Nonlinear Regression: Parameter Estimation under Nonconvexity.
ICML
Zhuoran Yang, Zhaoran Wang, Han Liu, Yonina C. Eldar, Tong Zhang
2016 — conf
Spatially resolved sub-Nyquist sensing of multiband signals with arbitrary antenna arrays.
SPAWC
Anastasia Lavrenko, Florian Römer, Shahar Stein, Deborah Cohen, Giovanni Del Galdo, Reiner S. Thomä, Yonina C. Eldar
2016 J jnl
Spectrum Sharing Radar: Coexistence via Xampling.
CoRR
Deborah Cohen, Kumar Vijay Mishra, Yonina C. Eldar
2016 J jnl
Sub-Nyquist Cyclostationary Detection for Cognitive Radio.
CoRR
Deborah Cohen, Yonina C. Eldar
2016 J jnl
Sub-Nyquist SAR via Fourier Domain Range Doppler Processing.
CoRR
Kfir Aberman, Yonina C. Eldar
2016 J jnl
Subspace Learning with Partial Information.
J. Mach. Learn. Res.
Alon Gonen, Dan Rosenbaum, Yonina C. Eldar, Shai Shalev-Shwartz
2016 — conf
System identification from partial samples: Non-asymptotic analysis.
CDC
Milind Rao, Alon Kipnis, Tara Javidi, Yonina C. Eldar, Andrea Goldsmith
2016 J jnl
The Distortion-Rate Function of Sampled Wiener Processes.
CoRR
Alon Kipnis, Andrea J. Goldsmith, Yonina C. Eldar
2016 J jnl
The SPURS Algorithm for Resampling an Irregularly Sampled Signal onto a Cartesian Grid.
CoRR
Amir Kiperwas, Daniel Rosenfeld, Yonina C. Eldar
2016 J jnl
Tolerant Compressed Sensing With Partially Coherent Sensing Matrices.
CoRR
Tobias Birnbaum, Yonina C. Eldar, Deanna Needell
2016 J jnl
Tradeoffs between Convergence Speed and Reconstruction Accuracy in Inverse Problems.
CoRR
Raja Giryes, Yonina C. Eldar, Alexander M. Bronstein, Guillermo Sapiro
2016 J jnl
WINDOW: Wideband Demodulator for Optical Waveforms.
CoRR
Omri Lev, Tal Wiener, Deborah Cohen, Yonina C. Eldar
2015 J jnl
A Least Squares Approach for Stable Phase Retrieval from Short-Time Fourier Transform Magnitude.
CoRR
Tamir Bendory, Yonina C. Eldar
2015 J jnl
Backing Off From Infinity: Performance Bounds via Concentration of Spectral Measure for Random MIMO Channels.
IEEE Trans. Inf. Theory
Yuxin Chen, Andrea J. Goldsmith, Yonina C. Eldar
2015 — conf
Centralized cooperative spectrum sensing from sub-Nyquist samples for Cognitive Radios.
ICC
Deborah Cohen, Alon Akiva, Barak Avraham, Yonina C. Eldar
2015 J jnl
Clutter Removal in Sub-Nyquist Radar.
IEEE Signal Process. Lett.
Yonina C. Eldar, Roei Levi, Aharon Cohen
2015 — conf
Distributed cooperative spectrum sensing from sub-Nyquist samples for Cognitive Radios.
SPAWC
Deborah Cohen, Alon Akiva, Barak Avraham, Stacy Patterson, Yonina C. Eldar
2015 Misc conf
Exploiting FRI signal structure for sub-Nyquist sampling and processing in medical ultrasound.
ICASSP
Tanya Chernyakova, Yonina C. Eldar
2015 — conf
Fast reference based MRI.
EMBC
Lior Weizman, Yonina C. Eldar, Alon Eilam, S. Londner, Moran Artzi, Dafna Ben-Bashat
2015 — conf
Joint spectrum sensing and direction of arrival recovery from sub-Nyquist samples.
SPAWC
Shahar Stein, Or Yair, Deborah Cohen, Yonina C. Eldar
2015 Misc conf
Mixer-based subarray beamforming for sub-Nyquist sampling ultrasound architectures.
ICASSP
Jonathon Spaulding, Yonina C. Eldar, Boris Murmann
2015 Misc conf
Modified distributed iterative hard thresholding.
ICASSP
Puxiao Han, Ruixin Niu, Yonina C. Eldar
2015 J jnl
Non-Coherent Direction of Arrival Estimation from Magnitude-Only Measurements.
IEEE Signal Process. Lett.
Haley Kim, Alexander M. Haimovich, Yonina C. Eldar
2015 J jnl
On the Minimax Risk of Dictionary Learning.
CoRR
Alexander Jung, Yonina C. Eldar, Norbert Görtz
2015 — conf
Optimal trade-off between sampling rate and quantization precision in A/D conversion.
Allerton
Alon Kipnis, Yonina C. Eldar, Andrea J. Goldsmith
2015 J jnl
Phase Retrieval via Matrix Completion.
SIAM Rev.
Emmanuel J. Candès, Yonina C. Eldar, Thomas Strohmer, Vladislav Voroninski
2015 J jnl
Phase Retrieval with Application to Optical Imaging: A contemporary overview.
IEEE Signal Process. Mag.
Yoav Shechtman, Yonina C. Eldar, Oren Cohen, Henry N. Chapman, Jianwei Miao, Mordechai Segev
2015 J jnl
Phase Retrieval: An Overview of Recent Developments.
CoRR
Kishore Jaganathan, Yonina C. Eldar, Babak Hassibi
2015 B conf
Phase retrieval with masks using convex optimization.
ISIT
Kishore Jaganathan, Yonina C. Eldar, Babak Hassibi
2015 Misc conf
Recovering signals from the Short-Time Fourier Transform magnitude.
ICASSP
Kishore Jaganathan, Yonina C. Eldar, Babak Hassibi
2015 J jnl
Recovery of Sparse Positive Signals on the Sphere from Low Resolution Measurements.
CoRR
Tamir Bendory, Yonina C. Eldar
2015 J jnl
Recovery of Sparse Positive Signals on the Sphere from Low Resolution Measurements.
IEEE Signal Process. Lett.
Tamir Bendory, Yonina C. Eldar
2015 J jnl
STFT Phase Retrieval: Uniqueness Guarantees and Recovery Algorithms.
CoRR
Kishore Jaganathan, Yonina C. Eldar, Babak Hassibi
2015 — conf
Sampling FRI signals with the SOS kernel: Bounds and optimal kernel.
EUSIPCO
Stephanie Bernhardt, Rémy Boyer, Sylvie Marcos, Yonina C. Eldar, Pascal Larzabal
2015 J jnl
Simultaneously Structured Models With Application to Sparse and Low-Rank Matrices.
IEEE Trans. Inf. Theory
Samet Oymak, Amin Jalali, Maryam Fazel, Yonina C. Eldar, Babak Hassibi
2015 J jnl
Sparse Nonlinear Regression: Parameter Estimation and Asymptotic Inference.
CoRR
Zhuoran Yang, Zhaoran Wang, Han Liu, Yonina C. Eldar, Tong Zhang
2015 J jnl
Sparse Phase Retrieval from Short-Time Fourier Measurements.
IEEE Signal Process. Lett.
Yonina C. Eldar, Pavel Sidorenko, Dustin G. Mixon, Shaby Barel, Oren Cohen
2015 J jnl
Sub-Nyquist Sampling and Fourier Domain Beamforming in Volumetric Ultrasound Imaging.
CoRR
Amir Burshtein, Michael Birk, Tanya Chernyakova, Alon Eilam, Arcady Kempinski, Yonina C. Eldar
2015 B conf
Sub-Nyquist sampling achieves optimal rate-distortion.
ITW
Alon Kipnis, Andrea J. Goldsmith, Yonina C. Eldar
2015 J jnl
Subspace Recovery From Structured Union of Subspaces.
IEEE Trans. Inf. Theory
Thakshila Wimalajeewa, Yonina C. Eldar, Pramod K. Varshney
2015 J jnl
Super-Resolution in Phase Space.
CoRR
Ayush Bhandari, Yonina C. Eldar, Ramesh Raskar
2015 Misc conf
Super-resolution in Phase Space.
ICASSP
Ayush Bhandari, Yonina C. Eldar, Ramesh Raskar
2015 J jnl
The Distortion Rate Function of Cyclostationary Gaussian Processes.
CoRR
Alon Kipnis, Andrea J. Goldsmith, Yonina C. Eldar
2015 J jnl
The Viterbi Algorithm for Subset Selection.
IEEE Signal Process. Lett.
Shay Maymon, Yonina C. Eldar
2015 J jnl
Undersampled Phase Retrieval With Outliers.
IEEE Trans. Computational Imaging
Daniel S. Weller, Ayelet Pnueli, Gilad Divon, Ori Radzyner, Yonina C. Eldar, Jeffrey A. Fessler
2015 B conf
Uniform Linear Array Based Spectrum Sensing from Sub-Nyquist Samples.
GLOBECOM
Or Yair, Shahar Stein, Deborah Cohen, Yonina C. Eldar
2015 Misc conf
Universal lower bounds on sampling rates for covariance estimation.
ICASSP
Deborah Cohen, Yonina C. Eldar, Geert Leus
2014 Misc conf
An algorithm for exact super-resolution and phase retrieval.
ICASSP
Yuxin Chen, Yonina C. Eldar, Andrea J. Goldsmith
2014 J jnl
Channel Capacity Under Sub-Nyquist Nonuniform Sampling.
IEEE Trans. Inf. Theory
Yuxin Chen, Andrea J. Goldsmith, Yonina C. Eldar
2014 Misc conf
Channel estimation in UWB channels using compressed sensing.
ICASSP
Kfir M. Cohen, Chen Attias, Barak Farbman, Igor Tselniker, Yonina C. Eldar
2014 Misc conf
Compressed 3D ultrasound imaging with 2D arrays.
ICASSP
Michael Birk, Amir Burshtein, Tanya Chernyakova, Alon Eilam, Jung Woo Choe, Amin Nikoozadeh, Pierre Khuri-Yakub, Yonina C. Eldar
2014 J jnl
Compressive Shift Retrieval.
IEEE Trans. Signal Process.
Henrik Ohlsson, Yonina C. Eldar, Allen Y. Yang, S. Shankar Sastry
2014 — conf
Continuous sparse recovery for direction of arrival estimation with co-prime arrays.
SAM
Zhao Tan, Arye Nehorai, Yonina C. Eldar
2014 — conf
Covalsa: Covariance estimation from compressive measurements using alternating minimization.
EUSIPCO
José M. Bioucas-Dias, Deborah Cohen, Yonina C. Eldar
2014 — conf
Cramér-Rao Bound for finite streams of pulses.
EUSIPCO
Stephanie Bernhardt, Rémy Boyer, Sylvie Marcos, Yonina C. Eldar, Pascal Larzabal
2014 B conf
Cyclic spectrum reconstruction from sub-Nyquist samples.
GLOBECOM
Deborah Cohen, Yonina C. Eldar
2014 J jnl
Direction of Arrival Estimation Using Co-Prime Arrays: A Super Resolution Viewpoint.
IEEE Trans. Signal Process.
Zhao Tan, Yonina C. Eldar, Arye Nehorai
2014 J jnl
Distortion-Rate Function of Sub-Nyquist Sampled Gaussian Sources.
CoRR
Alon Kipnis, Andrea J. Goldsmith, Tsachy Weissman, Yonina C. Eldar
2014 J jnl
Distributed Compressed Sensing for Static and Time-Varying Networks.
IEEE Trans. Signal Process.
Stacy Patterson, Yonina C. Eldar, Idit Keidar
2014 — conf
Distributed approximate message passing for sparse signal recovery.
GlobalSIP
Puxiao Han, Ruixin Niu, Mengqi Ren, Yonina C. Eldar
2014 — conf
Exploiting similarity in adjacent slices for compressed sensing MRI.
EMBC
Lior Weizman, Ohad Rahamim, Roey Dekel, Yonina C. Eldar, Dafna Ben-Bashat
2014 J jnl
GESPAR: Efficient Phase Retrieval of Sparse Signals.
IEEE Trans. Signal Process.
Yoav Shechtman, Amir Beck, Yonina C. Eldar
2014 — conf
Gaussian distortion-rate function under sub-nyquist nonuniform sampling.
Allerton
Alon Kipnis, Andrea J. Goldsmith, Yonina C. Eldar
2014 B conf
Hardware calibration of the modulated wideband converter.
GLOBECOM
Etgar Israeli, Shahar Tsiper, Deborah Cohen, Eli Shoshan, Rolf B. Hilgendorf, Alex Reysenson, Yonina C. Eldar
2014 — conf
Identification of power line outages.
EUSIPCO
Shay Maymon, Yonina C. Eldar
2014 C conf
Low-rate identification of memory polynomials.
ISCAS
Nikolaus Hammler, Yonina C. Eldar, Boris Murmann
2014 J jnl
Minimum Variance Estimation of a Sparse Vector Within the Linear Gaussian Model: An RKHS Approach.
IEEE Trans. Inf. Theory
Alexander Jung, Sebastian Schmutzhard, Franz Hlawatsch, Zvika Ben-Haim, Yonina C. Eldar
2014 Misc conf
On conditions for uniqueness in sparse phase retrieval.
ICASSP
Henrik Ohlsson, Yonina C. Eldar
2014 — conf
Performance limits of dictionary learning for sparse coding.
EUSIPCO
Alexander Jung, Yonina C. Eldar, Norbert Goertz
2014 J jnl
Phase Retrieval with Application to Optical Imaging.
CoRR
Yoav Shechtman, Yonina C. Eldar, Oren Cohen, Henry N. Chapman, Jianwei Miao, Mordechai Segev
2014 B conf
Phase retrieval of sparse signals using optimization transfer and ADMM.
ICIP
Daniel S. Weller, Ayelet Pnueli, Ori Radzyner, Gilad Divon, Yonina C. Eldar, Jeffrey A. Fessler
2014 J jnl
Smoothing and Decomposition for Analysis Sparse Recovery.
IEEE Trans. Signal Process.
Zhao Tan, Yonina C. Eldar, Amir Beck, Arye Nehorai
2014 J jnl
Sparse Phase Retrieval from Short-Time Fourier Measurements.
CoRR
Yonina C. Eldar, Pavel Sidorenko, Dustin G. Mixon, Shaby Barel, Oren Cohen
2014 J jnl
Spatial Compressive Sensing for MIMO Radar.
IEEE Trans. Signal Process.
Marco Rossi, Alexander M. Haimovich, Yonina C. Eldar
2014 J jnl
Sub-Nyquist Radar via Doppler Focusing.
IEEE Trans. Signal Process.
Omer Bar-Ilan, Yonina C. Eldar
2014 J jnl
Sub-Nyquist Sampling for Power Spectrum Sensing in Cognitive Radios: A Unified Approach.
IEEE Trans. Signal Process.
Deborah Cohen, Yonina C. Eldar
2014 J jnl
Sub-Nyquist radar prototype: Hardware and algorithm.
IEEE Trans. Aerosp. Electron. Syst.
Eliahu Baransky, Gal Itzhak, Noam Wagner, Idan Shmuel, Eli Shoshan, Yonina C. Eldar
2014 Misc conf
Sub-Nyquist sampling of OFDM signals for cognitive radios.
ICASSP
Tom Zahavy, Oran Shayer, Deborah Cohen, Alex Tolmachev, Yonina C. Eldar
2014 J jnl
The Sample Complexity of Subspace Learning with Partial Information.
CoRR
Alon Gonen, Dan Rosenbaum, Yonina C. Eldar, Shai Shalev-Shwartz
2014 J jnl
The application of Compressed Sensing for Longitudinal MRI.
CoRR
Lior Weizman, Yonina C. Eldar, Dafna Ben-Bashat
2013 Misc conf
A Doppler focusing approach for sub-Nyquist radar.
ICASSP
Omer Bar-Ilan, Yonina C. Eldar
2013 J jnl
An Algorithm for Exact Super-resolution and Phase Retrieval.
CoRR
Yuxin Chen, Yonina C. Eldar, Andrea J. Goldsmith
2013 J jnl
Backing off from Infinity: Tight Performance Bounds for Large Random Vector Channels.
CoRR
Yuxin Chen, Andrea J. Goldsmith, Yonina C. Eldar
2013 J jnl
Compressive Link Acquisition in Multiuser Communications.
IEEE Trans. Signal Process.
Xiao Li, Andrea Rueetschi, Anna Scaglione, Yonina C. Eldar
2013 J jnl
Compressive Shift Retrieval
CoRR
Henrik Ohlsson, Yonina C. Eldar, Allen Y. Yang, Shankar S. Sastry
2013 Misc conf
Compressive shift retrieval.
ICASSP
Henrik Ohlsson, Yonina C. Eldar, Allen Y. Yang, Shankar S. Sastry
2013 Misc conf
Conditions for target recovery in spatial compressive sensing for MIMO radar.
ICASSP
Marco Rossi, Alexander M. Haimovich, Yonina C. Eldar
2013 — conf
Cyclic spectrum reconstruction and cyclostationary detection from sub-Nyquist samples.
SPAWC
Deborah Cohen, Eric Rebeiz, Yonina C. Eldar, Danijela Cabric
2013 — conf
Cyclostationary detection from sub-Nyquist samples for Cognitive Radios: Model reconciliation.
CAMSAP
Deborah Cohen, Eric Rebeiz, Yonina C. Eldar, Danijela Cabric
2013 J jnl
Direction of Arrival Estimation Using Co-prime Arrays: A Super Resolution Viewpoint.
CoRR
Zhao Tan, Yonina C. Eldar, Arye Nehorai
2013 — conf
Distortion rate function of sub-Nyquist sampled Gaussian sources corrupted by noise.
Allerton
Alon Kipnis, Andrea J. Goldsmith, Tsachy Weissman, Yonina C. Eldar
2013 J jnl
Distributed Compressed Sensing For Static and Time-Varying Networks.
CoRR
Stacy Patterson, Yonina C. Eldar, Idit Keidar
2013 — conf
Distributed compressed sensing in dynamic networks.
GlobalSIP
Stacy Patterson, Yonina C. Eldar, Idit Keidar
2013 Misc conf
Distributed sparse signal recovery for sensor networks.
ICASSP
Stacy Patterson, Yonina C. Eldar, Idit Keidar
2013 J jnl
Fourier Domain Beamforming: The Path to Compressed Ultrasound Imaging.
CoRR
Tanya Chernyakova, Yonina C. Eldar
2013 Misc conf
Fourier domain beamforming for medical ultrasound.
ICASSP
Tanya Chernyakova, Yonina C. Eldar, Ron Amit
2013 J jnl
GESPAR: Efficient Phase Retrieval of Sparse Signals
CoRR
Yoav Shechtman, Amir Beck, Yonina C. Eldar
2013 Misc conf
Maximum likelihood estimation under partial sparsity constraints.
ICASSP
Tirza Routtenberg, Yonina C. Eldar, Lang Tong
2013 J jnl
Minimax Capacity Loss under Sub-Nyquist Universal Sampling
CoRR
Yuxin Chen, Andrea Goldsmith, Yonina C. Eldar
2013 B conf
Minimax universal sampling for compound multiband channels.
ISIT
Yuxin Chen, Andrea J. Goldsmith, Yonina C. Eldar
2013 J jnl
Minimum Variance Estimation of a Sparse Vector within the Linear Gaussian Model: An RKHS Approach
CoRR
Alexander Jung, Sebastian Schmutzhard, Franz Hlawatsch, Zvika Ben-Haim, Yonina C. Eldar
2013 J jnl
Multi-Branch Matching Pursuit with applications to MIMO radar.
CoRR
Marco Rossi, Alexander M. Haimovich, Yonina C. Eldar
2013 — conf
Nonlinear compressed sensing with application to phase retrieval.
GlobalSIP
Amir Beck, Yonina C. Eldar, Yoav Shechtman
2013 J jnl
On Conditions for Uniqueness in Sparse Phase Retrieval.
CoRR
Henrik Ohlsson, Yonina C. Eldar
2013 J jnl
PETRELS: Parallel Subspace Estimation and Tracking by Recursive Least Squares From Partial Observations.
IEEE Trans. Signal Process.
Yuejie Chi, Yonina C. Eldar, A. Robert Calderbank
2013 J jnl
Phase Retrieval via Matrix Completion.
SIAM J. Imaging Sci.
Emmanuel J. Candès, Yonina C. Eldar, Thomas Strohmer, Vladislav Voroninski
2013 J jnl
Real-time change detection of steady-state evoked potentials.
Biol. Cybern.
Gideon Nave, Yonina C. Eldar, Gideon F. Inbar, Alon Sinai, Hillel Pratt, Menashe Zaaroor
2013 J jnl
Recovery of Sparse Matrices via Matrix Sketching.
CoRR
Thakshila Wimalajeewa, Yonina C. Eldar, Pramod K. Varshney
2013 J jnl
Reduced-Dimension Multiuser Detection.
IEEE Trans. Inf. Theory
Yao Xie, Yonina C. Eldar, Andrea Goldsmith
2013 J jnl
Robust Downlink Beamforming With Partial Channel State Information for Conventional and Cognitive Radio Networks.
IEEE Trans. Signal Process.
Imran Wajid, Marius Pesavento, Yonina C. Eldar, Dana Ciochina
2013 J jnl
Shannon Meets Nyquist: Capacity of Sampled Gaussian Channels.
IEEE Trans. Inf. Theory
Yuxin Chen, Yonina C. Eldar, Andrea J. Goldsmith
2013 J jnl
Smoothing and Decomposition for Analysis Sparse Recovery.
CoRR
Zhao Tan, Yonina C. Eldar, Amir Beck, Arye Nehorai
2013 Misc conf
Sparse signal recovery from nonlinear measurements.
ICASSP
Amir Beck, Yonina C. Eldar
2013 J jnl
Sparsity Constrained Nonlinear Optimization: Optimality Conditions and Algorithms.
SIAM J. Optim.
Amir Beck, Yonina C. Eldar
2013 — conf
Sparsity based super-resolution in optical measurements.
CAMSAP
Yoav Shechtman, Alexander Szameit, Eliyahu Osherovich, Pavel Sidorenko, Oren Cohen, Yonina C. Eldar, Mordechai Segev
2013 J jnl
Spatial Compressive Sensing for MIMO Radar
CoRR
Marco Rossi, Alexander M. Haimovich, Yonina C. Eldar
2013 J jnl
Sub-Nyquist Sampling for Power Spectrum Sensing in Cognitive Radios: A Unified Approach.
CoRR
Deborah Cohen, Yonina C. Eldar
2013 — conf
Sub-Nyquist medical ultrasound imaging: En route to cloud processing.
GlobalSIP
Alon Eilam, Tanya Chernyakova, Yonina C. Eldar, Arcady Kempinski
2013 — conf
Sub-Nyquist power spectrum reconstruction and support detection for cognitive radios.
GlobalSIP
Deborah Cohen, Yonina C. Eldar
2013 J jnl
Subspace Detection from Structured Union of Subspaces via Linear Sampling
CoRR
Thakshila Wimalajeewa, Yonina C. Eldar, Pramod K. Varshney
2012 J jnl
A Sub-Nyquist Radar Prototype: Hardware and Algorithms
CoRR
Eliahu Baransky, Gal Itzhak, Idan Shmuel, Noam Wagner, Eli Shoshan, Yonina C. Eldar
2012 Misc conf
Analog compressed sensing for RF propagation channel sounding.
ICASSP
Jonathan I. Tamir, Theodore S. Rappaport, Yonina C. Eldar, Ahsan Aziz
2012 J jnl
Channel Capacity under General Nonuniform Sampling
CoRR
Yuxin Chen, Yonina C. Eldar, Andrea J. Goldsmith
2012 J jnl
Channel Capacity under Sub-Nyquist Nonuniform Sampling
CoRR
Yuxin Chen, Yonina C. Eldar, Andrea J. Goldsmith
2012 B conf
Channel capacity under general nonuniform sampling.
ISIT
Yuxin Chen, Yonina C. Eldar, Andrea J. Goldsmith
2012 J jnl
Compressed Beamforming Applied to B-Mode Ultrasound Imaging
CoRR
Noam Wagner, Yonina C. Eldar, Arie Feuer, Zvi Friedman
2012 J jnl
Compressed Beamforming in Ultrasound Imaging
CoRR
Noam Wagner, Yonina C. Eldar, Arie Feuer, Zvi Friedman
2012 J jnl
Compressed Beamforming in Ultrasound Imaging.
IEEE Trans. Signal Process.
Noam Wagner, Yonina C. Eldar, Zvi Friedman
2012 — book
Compressed Sensing
Yonina C. Eldar, Gitta Kutyniok
2012 — conf
Compressed beamforming applied to B-mode ultrasound imaging.
ISBI
Noam Wagner, Yonina C. Eldar, Arie Feuer, Zvi Friedman
2012 Misc conf
Compressed beamforming with applications to ultrasound imaging.
ICASSP
Noam Wagner, Yonina C. Eldar, Arie Feuer, Zvi Friedman
2012 J jnl
Compressive Link Acquisition in Multiuser Communications
CoRR
Xiao Li, Andrea Rueetschi, Anna Scaglione, Yonina C. Eldar
2012 — conf
Compressive sensing with unknown parameters.
ACSCC
Marco Rossi, Alexander M. Haimovich, Yonina C. Eldar
2012 J jnl
Designing and using prior data in Ankylography: Recovering a 3D object from a single diffraction intensity pattern
CoRR
Eliyahu Osherovich, Oren Cohen, Yonina C. Eldar, Mordechai Segev
2012 J jnl
Dictionary Optimization for Block-Sparse Representations.
IEEE Trans. Signal Process.
Lihi Zelnik-Manor, Kevin Rosenblum, Yonina C. Eldar
2012 J jnl
Distributed Sparse Signal Recovery For Sensor Networks
CoRR
Stacy Patterson, Yonina C. Eldar, Idit Keidar
2012 J jnl
Exploiting Statistical Dependencies in Sparse Representations for Signal Recovery.
IEEE Trans. Signal Process.
Tomer Peleg, Yonina C. Eldar, Michael Elad
2012 J jnl
Fourier Domain Beamforming for Medical Ultrasound
CoRR
Tanya Chernyakova, Yonina C. Eldar, Ron Amit
2012 J jnl
GPS signal acquisition via compressive multichannel sampling.
Phys. Commun.
Xiao Li, Andrea Rueetschi, Yonina C. Eldar, Anna Scaglione
2012 — ch.
Introduction to compressed sensing.
Compressed Sensing
Mark A. Davenport, Marco F. Duarte, Yonina C. Eldar, Gitta Kutyniok
2012 Misc conf
Optimal sampling structure for asynchronous multi-access channels.
ICASSP
Xiao Li, Andrea Rueetschi, Anna Scaglione, Yonina C. Eldar
2012 Misc conf
Optimization-based recovery from rate of innovation samples.
ICASSP
Tomer Michaeli, Yonina C. Eldar
2012 J jnl
PETRELS: Parallel Estimation and Tracking of Subspace by Recursive Least Squares from Partial Observations
CoRR
Yuejie Chi, Yonina C. Eldar, A. Robert Calderbank
2012 Misc conf
PETRELS: Subspace estimation and tracking from partial observations.
ICASSP
Yuejie Chi, Yonina C. Eldar, A. Robert Calderbank
2012 J jnl
Partially Linear Estimation With Application to Sparse Signal Recovery From Measurement Pairs.
IEEE Trans. Signal Process.
Tomer Michaeli, Daniel Sigalov, Yonina C. Eldar
2012 — conf
Partially Linear Estimation with Application to Image Deblurring Using Blurred/Noisy Image Pairs.
LVA/ICA
Tomer Michaeli, Daniel Sigalov, Yonina C. Eldar
2012 J jnl
Performance Bounds and Design Criteria for Estimating Finite Rate of Innovation Signals.
IEEE Trans. Inf. Theory
Zvika Ben-Haim, Tomer Michaeli, Yonina C. Eldar
2012 J jnl
Phase Retrieval: Stability and Recovery Guarantees
CoRR
Yonina C. Eldar, Shahar Mendelson
2012 J jnl
Rank Awareness in Joint Sparse Recovery.
IEEE Trans. Inf. Theory
Mike E. Davies, Yonina C. Eldar
2012 — conf
Reduced-dimension multiuser detection.
ICC
Yao Xie, Yonina C. Eldar, Andrea J. Goldsmith
2012 — ch.
Sampling at the rate of innovation: theory and applications.
Compressed Sensing
Jose Antonio Urigüen, Yonina C. Eldar, Pier Luigi Dragotti, Zvika Ben-Haim
2012 J jnl
Semi-Supervised Single- and Multi-Domain Regression with Multi-Domain Training
CoRR
Tomer Michaeli, Yonina C. Eldar, Guillermo Sapiro
2012 Misc conf
Semi-supervised multi-domain regression with distinct training sets.
ICASSP
Tomer Michaeli, Yonina C. Eldar, Guillermo Sapiro
2012 J jnl
Simultaneously Structured Models with Application to Sparse and Low-rank Matrices
CoRR
Samet Oymak, Amin Jalali, Maryam Fazel, Yonina C. Eldar, Babak Hassibi
2012 J jnl
Sparsity Constrained Nonlinear Optimization: Optimality Conditions and Algorithms
CoRR
Amir Beck, Yonina C. Eldar
2012 Misc conf
Spatial compressive sensing in MIMO radar with random arrays.
CISS
Marco Rossi, Alexander M. Haimovich, Yonina C. Eldar
2012 J jnl
Sub-Nyquist Radar via Doppler Focusing
CoRR
Omer Bar-Ilan, Yonina C. Eldar
2012 J jnl
Sub-Nyquist Sampling of Short Pulses.
IEEE Trans. Signal Process.
Ewa Matusiak, Yonina C. Eldar
2012 Misc conf
Towards an integrated circuit design of a compressed sampling wireless receiver.
ICASSP
Douglas Adams, Chester Sungchung Park, Yonina C. Eldar, Boris Murmann
2012 J jnl
Xampling at the Rate of Innovation.
IEEE Trans. Signal Process.
Tomer Michaeli, Yonina C. Eldar
2012 — ch.
Xampling: compressed sensing of analog signals.
Compressed Sensing
Moshe Mishali, Yonina C. Eldar
2011 J jnl
Acceleration of randomized Kaczmarz method via the Johnson-Lindenstrauss Lemma.
Numer. Algorithms
Yonina C. Eldar, Deanna Needell
2011 B conf
Approaching the capacity of sampled analog channels.
ITW
Yuxin Chen, Yonina C. Eldar, Andrea J. Goldsmith
2011 J jnl
Blind Compressed Sensing Over a Structured Union of Subspaces
CoRR
Jorge G. Silva, Minhua Chen, Yonina C. Eldar, Guillermo Sapiro, Lawrence Carin
2011 J jnl
Blind Compressed Sensing.
IEEE Trans. Inf. Theory
Sivan Gleichman, Yonina C. Eldar
2011 J jnl
C-HiLasso: A Collaborative Hierarchical Sparse Modeling Framework.
IEEE Trans. Signal Process.
Pablo Sprechmann, Ignacio Ramírez, Guillermo Sapiro, Yonina C. Eldar
2011 Misc conf
Causal signal recovery from U-invariant samples.
ICASSP
Tomer Michaeli, Yonina C. Eldar, Volker Pohl
2011 — conf
Cyclostationary feature detection from sub-Nyquist samples.
CAMSAP
Deborah Cohen, Eric Rebeiz, Varun Jain, Yonina C. Eldar, Danijela Cabric
2011 Misc conf
Denoising of image patches via sparse representations with learned statistical dependencies.
ICASSP
Tomer Faktor, Yonina C. Eldar, Michael Elad
2011 J jnl
Fluxomers: a new approach for
BMC Syst. Biol.
Orr Srour, Jamey D. Young, Yonina C. Eldar
2011 J jnl
GPS Signal Acquisition via Compressive Multichannel Sampling
CoRR
Xiao Li, Andrea Rueetschi, Yonina C. Eldar, Anna Scaglione
2011 C conf
Generic sensing hardware and real-time reconstruction for structured analog signals.
ISCAS
Moshe Mishali, Rolf B. Hilgendorf, Eli Shoshan, Ina Rivkin, Yonina C. Eldar
2011 — conf
Global methods for compressive sensing in MIMO radar with distributed sensors.
ACSCC
Marco Rossi, Alexander M. Haimovich, Yonina C. Eldar
2011 J jnl
Hidden Relationships: Bayesian Estimation With Partial Knowledge.
IEEE Trans. Signal Process.
Tomer Michaeli, Yonina C. Eldar
2011 J jnl
Identification of Parametric Underspread Linear Systems and Super-Resolution Radar.
IEEE Trans. Signal Process.
Waheed U. Bajwa, Kfir Gedalyahu, Yonina C. Eldar
2011 J jnl
Innovation Rate Sampling of Pulse Streams With Application to Ultrasound Imaging.
IEEE Trans. Signal Process.
Ronen Tur, Yonina C. Eldar, Zvi Friedman
2011 C conf
Live demonstration: MWC for real-time application.
ISCAS
Rolf B. Hilgendorf, Moshe Mishali, Yonina C. Eldar, Eli Shoshan, Ina Rivkin
2011 J jnl
Multichannel Sampling of Pulse Streams at the Rate of Innovation.
IEEE Trans. Signal Process.
Kfir Gedalyahu, Ronen Tur, Yonina C. Eldar
2011 J jnl
Near-Oracle Performance of Greedy Block-Sparse Estimation Techniques From Noisy Measurements.
IEEE J. Sel. Top. Signal Process.
Zvika Ben-Haim, Yonina C. Eldar
2011 J jnl
Noise Folding in Compressed Sensing
CoRR
Ery Arias-Castro, Yonina C. Eldar
2011 J jnl
Noise Folding in Compressed Sensing.
IEEE Signal Process. Lett.
Ery Arias-Castro, Yonina C. Eldar
2011 Misc conf
On the identification of parametric underspread linear systems.
ICASSP
Waheed U. Bajwa, Kfir Gedalyahu, Yonina C. Eldar
2011 J jnl
Partially Linear Bayesian Estimation with Application to Sparse Approximations
CoRR
Tomer Michaeli, Daniel Sigalov, Yonina C. Eldar
2011 J jnl
Phase Retrieval via Matrix Completion
CoRR
Emmanuel J. Candès, Yonina C. Eldar, Thomas Strohmer, Vladislav Voroninski
2011 J jnl
Reduced-Dimension Multiuser Detection
CoRR
Yao Xie, Yonina C. Eldar, Andrea J. Goldsmith
2011 J jnl
Reduced-dimension multiuser detection: detectors and performance guarantees
CoRR
Yao Xie, Yonina C. Eldar, Andrea J. Goldsmith
2011 J jnl
Sensing Matrix Optimization for Block-Sparse Decoding.
IEEE Trans. Signal Process.
Lihi Zelnik-Manor, Kevin Rosenblum, Yonina C. Eldar
2011 J jnl
Shannon Meets Nyquist: Capacity Limits of Sampled Analog Channels
CoRR
Yuxin Chen, Yonina C. Eldar, Andrea J. Goldsmith
2011 Misc conf
Shannon meets Nyquist: Capacity limits of sampled analog channels.
ICASSP
Yuxin Chen, Yonina C. Eldar, Andrea J. Goldsmith
2011 — conf
Shannon meets Nyquist: The interplay between capacity and sampling.
Allerton
Yuxin Chen, Andrea J. Goldsmith, Yonina C. Eldar
2011 Misc conf
Signal recovery in shift-invariant spaces from partial frequency data.
ICASSP
Volker Pohl, Yonina C. Eldar
2011 J jnl
Sparse Representations and Efficient Sensing of Data (Dagstuhl Seminar 11051).
Dagstuhl Reports
Stephan Dahlke, Michael Elad, Yonina C. Eldar, Gitta Kutyniok, Gerd Teschke
2011 J jnl
Sparsity based sub-wavelength imaging with partially incoherent light via quadratic compressed sensing
CoRR
Yoav Shechtman, Yonina C. Eldar, Alexander Szameit, Mordechai Segev
2011 J jnl
Structured Compressed Sensing: From Theory to Applications
CoRR
Marco F. Duarte, Yonina C. Eldar
2011 J jnl
Structured Compressed Sensing: From Theory to Applications.
IEEE Trans. Signal Process.
Marco F. Duarte, Yonina C. Eldar
2011 J jnl
Sub-Nyquist Sampling.
IEEE Signal Process. Mag.
Moshe Mishali, Yonina C. Eldar
2011 J jnl
Sub-Nyquist Sampling: Bridging Theory and Practice
CoRR
Moshe Mishali, Yonina C. Eldar
2011 Misc conf
Sub-Nyquist sampling of short pulses.
ICASSP
Ewa Matusiak, Yonina C. Eldar
2011 J jnl
U-Invariant Sampling: Extrapolation and Causal Interpolation From Generalized Samples.
IEEE Trans. Signal Process.
Tomer Michaeli, Volker Pohl, Yonina C. Eldar
2011 J jnl
Unbiased Estimation of a Sparse Vector in White Gaussian Noise.
IEEE Trans. Inf. Theory
Alexander Jung, Zvika Ben-Haim, Franz Hlawatsch, Yonina C. Eldar
2011 J jnl
Unicity conditions for low-rank matrix recovery
CoRR
Yonina C. Eldar, Deanna Needell, Yaniv Plan
2011 J jnl
Wideband Spectrum Sensing at Sub-Nyquist Rates [Applications Corner].
IEEE Signal Process. Mag.
Moshe Mishali, Yonina C. Eldar
2011 J jnl
Xampling at the Rate of Innovation
CoRR
Tomer Michaeli, Yonina C. Eldar
2011 J jnl
Xampling in Ultrasound Imaging
CoRR
Noam Wagner, Yonina C. Eldar, Arie Feuer, Gilad Danin, Zvi Friedman
2011 J jnl
Xampling: Analog to digital at sub-Nyquist rates.
IET Circuits Devices Syst.
Moshe Mishali, Yonina C. Eldar, Oleg Dounaevsky, Eli Shoshan
2011 J jnl
Xampling: Compressed Sensing of Analog Signals
CoRR
Moshe Mishali, Yonina C. Eldar
2011 J jnl
Xampling: Signal Acquisition and Processing in Union of Subspaces.
IEEE Trans. Signal Process.
Moshe Mishali, Yonina C. Eldar, Asaf Elron
2010 J jnl
A Lower Bound on the Estimator Variance for the Sparse Linear Model
CoRR
Sebastian Schmutzhard, Alexander Jung, Franz Hlawatsch, Zvika Ben-Haim, Yonina C. Eldar
2010 Misc conf
A minimax approach to Bayesian estimation with partial knowledge of the observation model.
ICASSP
Tomer Michaeli, Yonina C. Eldar
2010 J jnl
Average case analysis of multichannel sparse recovery using convex relaxation.
IEEE Trans. Inf. Theory
Yonina C. Eldar, Holger Rauhut
2010 J jnl
Blind Compressed Sensing
CoRR
Sivan Gleichman, Yonina C. Eldar
2010 — conf
Blind Compressed Sensing: Theory.
LVA/ICA
Sivan Gleichman, Yonina C. Eldar
2010 J jnl
Block-sparse signals: uncertainty relations and efficient recovery.
IEEE Trans. Signal Process.
Yonina C. Eldar, Patrick Kuppinger, Helmut Bölcskei
2010 J jnl
C-HiLasso: A Collaborative Hierarchical Sparse Modeling Framework
CoRR
Pablo Sprechmann, Ignacio Ramírez, Guillermo Sapiro, Yonina C. Eldar
2010 Misc conf
Coherence-based near-oracle performance guarantees for sparse estimation under Gaussian noise.
ICASSP
Zvika Ben-Haim, Yonina C. Eldar, Michael Elad
2010 J jnl
Coherence-based performance guarantees for estimating a sparse vector under random noise.
IEEE Trans. Signal Process.
Zvika Ben-Haim, Yonina C. Eldar, Michael Elad
2010 J jnl
Collaborative Hierarchical Sparse Modeling
CoRR
Pablo Sprechmann, Ignacio Ramírez, Guillermo Sapiro, Yonina C. Eldar
2010 Misc conf
Collaborative hierarchical sparse modeling.
CISS
Pablo Sprechmann, Ignacio Ramírez, Guillermo Sapiro, Yonina C. Eldar
2010 J jnl
Compressed Sensing with Coherent and Redundant Dictionaries
CoRR
Emmanuel J. Candès, Yonina C. Eldar, Deanna Needell
2010 — book
Convex Optimization in Signal Processing and Communications.
Daniel P. Palomar, Yonina C. Eldar
2010 J jnl
Covariance estimation in decomposable Gaussian graphical models.
IEEE Trans. Signal Process.
Ami Wiesel, Yonina C. Eldar, Alfred O. Hero III
2010 J jnl
Dictionary Optimization for Block-Sparse Representations
CoRR
Kevin Rosenblum, Lihi Zelnik-Manor, Yonina C. Eldar
2010 — conf
Dictionary Optimization for Block-Sparse Representations.
AAAI Fall Symposium: Manifold Learning and Its Applications
Kevin Rosenblum, Lihi Zelnik-Manor, Yonina C. Eldar
2010 J jnl
Exploiting Statistical Dependencies in Sparse Representations for Signal Recovery
CoRR
Tomer Faktor, Yonina C. Eldar, Michael Elad
2010 J jnl
From Theory to Practice: Sub-Nyquist Sampling of Sparse Wideband Analog Signals.
IEEE J. Sel. Top. Signal Process.
Moshe Mishali, Yonina C. Eldar
2010 J jnl
Identification of Underspread Linear Systems with Application to Super-Resolution Radar
CoRR
Waheed U. Bajwa, Kfir Gedalyahu, Yonina C. Eldar
2010 J jnl
Introduction to the Issue on Compressive Sensing.
IEEE J. Sel. Top. Signal Process.
Rick Chartrand, Richard G. Baraniuk, Yonina C. Eldar, Mário A. T. Figueiredo, Jared Tanner
2010 J jnl
Low Rate Sampling of Pulse Streams with Application to Ultrasound Imaging
CoRR
Ronen Tur, Yonina C. Eldar, Zvi Friedman
2010 Misc conf
Modulated wideband converter with non-ideal lowpass filters.
ICASSP
Yilun Chen, Moshe Mishali, Yonina C. Eldar, Alfred O. Hero III
2010 — conf
Motion blur removal in nonlinear sensors.
Computational Imaging
Tomer Faktor, Tomer Michaeli, Yonina C. Eldar
2010 J jnl
Multichannel Sampling of Pulse Streams at the Rate of Innovation
CoRR
Kfir Gedalyahu, Ronen Tur, Yonina C. Eldar
2010 J jnl
Near-Oracle Performance of Greedy Block-Sparse Estimation Techniques from Noisy Measurements
CoRR
Zvika Ben-Haim, Yonina C. Eldar
2010 J jnl
Noninvertible gabor transforms.
IEEE Trans. Signal Process.
Ewa Matusiak, Tomer Michaeli, Yonina C. Eldar
2010 J jnl
Nonlinear and Nonideal Sampling Revisited.
IEEE Signal Process. Lett.
Tomer Faktor, Tomer Michaeli, Yonina C. Eldar
2010 J jnl
On Unbiased Estimation of Sparse Vectors Corrupted by Gaussian Noise
CoRR
Alexander Jung, Zvika Ben-Haim, Franz Hlawatsch, Yonina C. Eldar
2010 Misc conf
On unbiased estimation of sparse vectors corrupted by Gaussian noise.
ICASSP
Alexander Jung, Zvika Ben-Haim, Franz Hlawatsch, Yonina C. Eldar
2010 — ch.
Optimization techniques in modern sampling theory.
Convex Optimization in Signal Processing and Communications
Tomer Michaeli, Yonina C. Eldar
2010 J jnl
Performance Bounds and Design Criteria for Estimating Finite Rate of Innovation Signals
CoRR
Zvika Ben-Haim, Tomer Michaeli, Yonina C. Eldar
2010 J jnl
Rank Awareness in Joint Sparse Recovery
CoRR
Mike E. Davies, Yonina C. Eldar
2010 J jnl
Recovering signals from lowpass data.
IEEE Trans. Signal Process.
Yonina C. Eldar, Volker Pohl
2010 — conf
Reduced-dimension multiuser detection.
Allerton
Yao Xie, Yonina C. Eldar, Andrea Goldsmith
2010 B conf
Robust Downlink Beamforming for Cognitive Radio Networks.
GLOBECOM
Imran Wajid, Marius Pesavento, Yonina C. Eldar, Alex B. Gershman
2010 J jnl
Sensing Matrix Optimization for Block-Sparse Decoding
CoRR
Kevin Rosenblum, Lihi Zelnik-Manor, Yonina C. Eldar
2010 J jnl
Shrinkage algorithms for MMSE covariance estimation.
IEEE Trans. Signal Process.
Yilun Chen, Ami Wiesel, Yonina C. Eldar, Alfred O. Hero III
2010 J jnl
Structured Total Maximum Likelihood: An Alternative to Structured Total Least Squares.
SIAM J. Matrix Anal. Appl.
Amir Beck, Yonina C. Eldar
2010 J jnl
Sub-Nyquist Sampling of Short Pulses: Part I
CoRR
Ewa Matusiak, Yonina C. Eldar
2010 Misc conf
Sub-Nyquist processing with the modulated wideband converter.
ICASSP
Moshe Mishali, Asaf Elron, Yonina C. Eldar
2010 J jnl
The Cramér-Rao bound for estimating a sparse parameter vector.
IEEE Trans. Signal Process.
Zvika Ben-Haim, Yonina C. Eldar
2010 J jnl
The Projected GSURE for Automatic Parameter Tuning in Iterative Shrinkage Methods
CoRR
Raja Giryes, Michael Elad, Yonina C. Eldar
2010 Misc conf
Time delay estimation: Compressed sensing over an infinite union of subspaces.
ICASSP
Kfir Gedalyahu, Yonina C. Eldar
2010 J jnl
Time-delay estimation from low-rate samples: a union of subspaces approach.
IEEE Trans. Signal Process.
Kfir Gedalyahu, Yonina C. Eldar
2010 J jnl
Unbiased Estimation of a Sparse Vector in White Gaussian Noise.
CoRR
Alexander Jung, Zvika Ben-Haim, Franz Hlawatsch, Yonina C. Eldar
2010 J jnl
Wideband Spectrum Sensing at Sub-Nyquist Rates
CoRR
Moshe Mishali, Yonina C. Eldar
2010 B conf
Xampling: Analog Data Compression.
DCC
Moshe Mishali, Yonina C. Eldar
2009 J jnl
A lower bound on the Bayesian MSE based on the optimal bias function.
IEEE Trans. Inf. Theory
Zvika Ben-Haim, Yonina C. Eldar
2009 Misc conf
Analog compressed sensing.
ICASSP
Yonina C. Eldar
2009 J jnl
Average Case Analysis of Multichannel Sparse Recovery Using Convex Relaxation
CoRR
Yonina C. Eldar, Holger Rauhut
2009 J jnl
Bayesian Filtering in Spiking Neural Networks: Noise, Adaptation, and Multisensory Integration.
Neural Comput.
Omer Bobrowski, Ron Meir, Yonina C. Eldar
2009 J jnl
Beyond bandlimited sampling.
IEEE Signal Process. Mag.
Yonina C. Eldar, Tomer Michaeli
2009 J jnl
Blind Multiband Signal Reconstruction: Compressed Sensing for Analog Signals.
IEEE Trans. Signal Process.
Moshe Mishali, Yonina C. Eldar
2009 — conf
Block sparsity and sampling over a union of subspaces.
DPS
Yonina C. Eldar, Moshe Mishali
2009 Misc conf
Block-sparsity: Coherence and efficient recovery.
ICASSP
Yonina C. Eldar, Helmut Bölcskei
2009 J jnl
Compressed Sensing of Block-Sparse Signals: Uncertainty Relations and Efficient Recovery
CoRR
Yonina C. Eldar, Patrick Kuppinger, Helmut Bölcskei
2009 J jnl
Compressed sensing of analog signals in shift-invariant spaces.
IEEE Trans. Signal Process.
Yonina C. Eldar
2009 J jnl
Efficient Sampling of Sparse Wideband Analog Signals
CoRR
Moshe Mishali, Yonina C. Eldar, Joel A. Tropp
2009 J jnl
Expected RIP: Conditioning of The Modulated Wideband Converter
CoRR
Moshe Mishali, Yonina C. Eldar
2009 J jnl
From Theory to Practice: Sub-Nyquist Sampling of Sparse Wideband Analog Signals
CoRR
Moshe Mishali, Yonina C. Eldar
2009 J jnl
Generalized SURE for Exponential Families: Applications to Regularization.
IEEE Trans. Signal Process.
Yonina C. Eldar
2009 J jnl
High-Rate Interpolation of Random Signals From Nonideal Samples.
IEEE Trans. Signal Process.
Tomer Michaeli, Yonina C. Eldar
2009 J jnl
Low Rate Sampling Schemes for Time Delay Estimation
CoRR
Kfir Gedalyahu, Yonina C. Eldar
2009 J jnl
On the Constrained CramÉr-Rao Bound With a Singular Fisher Information Matrix.
IEEE Signal Process. Lett.
Zvika Ben-Haim, Yonina C. Eldar
2009 J jnl
Optimization Techniques in Wireless Communications.
EURASIP J. Wirel. Commun. Netw.
Sergiy A. Vorobyov, Shuguang Cui, Yonina C. Eldar, Wing-Kin Ma, Wolfgang Utschick
2009 J jnl
Recovering Signals from Lowpass Data
CoRR
Yonina C. Eldar, Volker Pohl
2009 J jnl
Robust and Consistent Sampling.
IEEE Signal Process. Lett.
Tsvi G. Dvorkind, Yonina C. Eldar
2009 Misc conf
Robust downlink beamforming using covariance channel state information.
ICASSP
Imran Wajid, Yonina C. Eldar, Alex B. Gershman
2009 J jnl
Robust recovery of signals from a structured union of subspaces.
IEEE Trans. Inf. Theory
Yonina C. Eldar, Moshe Mishali
2009 Misc conf
Sparse source separation from orthogonal mixtures.
ICASSP
Moshe Mishali, Yonina C. Eldar
2009 J jnl
The Cramer-Rao Bound for Sparse Estimation.
CoRR
Zvika Ben-Haim, Yonina C. Eldar
2009 J jnl
Uncertainty relations for shift-invariant analog signals.
IEEE Trans. Inf. Theory
Yonina C. Eldar
2009 J jnl
Xampling--Part I: Practice
CoRR
Moshe Mishali, Yonina C. Eldar, Asaf Elron
2008 J jnl
A Comment on the Weiss-Weinstein Bound for Constrained Parameter Sets.
IEEE Trans. Inf. Theory
Zvika Ben-Haim, Yonina C. Eldar
2008 J jnl
A Lower Bound on the Bayesian MSE Based on the Optimal Bias Function
CoRR
Zvika Ben-Haim, Yonina C. Eldar
2008 J jnl
A Minimax Chebyshev Estimator for Bounded Error Estimation.
IEEE Trans. Signal Process.
Yonina C. Eldar, Amir Beck, Marc Teboulle
2008 C conf
A fast and flexible method for the segmentation of aCGH data.
ECCB
Erez Ben-Yaacov, Yonina C. Eldar
2008 J jnl
Beyond Bandlimited Sampling: Nonlinearities, Smoothness and Sparsity
CoRR
Yonina C. Eldar, Tomer Michaeli
2008 J jnl
Block-Sparsity: Coherence and Efficient Recovery
CoRR
Yonina C. Eldar, Helmut Bölcskei
2008 J jnl
Compressed Sensing of Analog Signals
CoRR
Yonina C. Eldar
2008 Misc conf
Constrained nonlinear minimum mse estimation.
ICASSP
Tomer Michaeli, Yonina C. Eldar
2008 J jnl
Linear Regression With Gaussian Model Uncertainty: Algorithms and Bounds.
IEEE Trans. Signal Process.
Ami Wiesel, Yonina C. Eldar, Arie Yeredor
2008 J jnl
MSE Bounds With Affine Bias Dominating the CramÉr-Rao Bound.
IEEE Trans. Signal Process.
Yonina C. Eldar
2008 J jnl
Nonlinear and Nonideal Sampling: Theory and Methods.
IEEE Trans. Signal Process.
Tsvi G. Dvorkind, Yonina C. Eldar, Ewa Matusiak
2008 J jnl
Nonuniform Sampling of Periodic Bandlimited Signals.
IEEE Trans. Signal Process.
Evgeny Margolis, Yonina C. Eldar
2008 J jnl
Reduce and Boost: Recovering Arbitrary Sets of Jointly Sparse Vectors.
IEEE Trans. Signal Process.
Moshe Mishali, Yonina C. Eldar
2008 J jnl
Rethinking biased estimation [Lecture Notes].
IEEE Signal Process. Mag.
Steven Kay, Yonina C. Eldar
2008 J jnl
Robust Recovery of Signals From a Union of Subspaces
CoRR
Yonina C. Eldar, Moshe Mishali
2008 Misc conf
Spectrum-blind reconstruction of multi-band signals.
ICASSP
Moshe Mishali, Yonina C. Eldar
2008 Misc conf
Statistical aspects of the chebyshev center estimate.
ICASSP
Yonina C. Eldar
2008 — conf
The ReMBo algorithm: Accelerated recovery of jointly sparse vectors.
EUSIPCO
Moshe Mishali, Yonina C. Eldar
2008 J jnl
Uncertainty Relations for Analog Signals
CoRR
Yonina C. Eldar
2008 J jnl
Universal Weighted MSE Improvement of the Least-Squares Estimator.
IEEE Trans. Signal Process.
Yonina C. Eldar
2008 J jnl
Zero-Forcing Precoding and Generalized Inverses.
IEEE Trans. Signal Process.
Ami Wiesel, Yonina C. Eldar, Shlomo Shamai
2007 J jnl
A Competitive Mean-Squared Error Approach to Beamforming.
IEEE Trans. Signal Process.
Yonina C. Eldar, Arye Nehorai, Patricio S. La Rosa
2007 J jnl
A Unified Approach to Dual Gabor Windows.
IEEE Trans. Signal Process.
Tobias Werther, Ewa Matusiak, Yonina C. Eldar, Nagesh K. Subbanna
2007 — conf
A neural network implementing optimal state estimation based on dynamic spike train decoding.
NIPS
Omer Bobrowski, Ron Meir, Shy Shoham, Yonina C. Eldar
2007 J jnl
An L
IEEE Trans. Signal Process.
Liron D. Grossmann, Yonina C. Eldar
2007 J jnl
Blind Minimax Estimation.
IEEE Trans. Inf. Theory
Zvika Ben-Haim, Yonina C. Eldar
2007 J jnl
Doubly Constrained Robust Capon Beamformer With Ellipsoidal Uncertainty Sets.
IEEE Trans. Signal Process.
Amir Beck, Yonina C. Eldar
2007 — conf
Improvement of Least-Squares Under Arbitrary Weighted MSE.
ICASSP (3)
Yonina C. Eldar
2007 J jnl
Introduction to the Issue on Convex Optimization Methods for Signal Processing.
J. Sel. Topics Signal Processing
Yonina C. Eldar, Timothy N. Davidson, Alex B. Gershman, Zhi-Quan Luo
2007 Misc conf
Maximum A-Posteriori Estimation in Linear Models With a Gaussian Model Matrix.
CISS
Ido Nevat, Ami Wiesel, Jinhong Yuan, Yonina C. Eldar
2007 J jnl
Mean-Squared Error Estimation for Linear Systems with Block Circulant Uncertainty.
SIAM J. Matrix Anal. Appl.
Amir Beck, Yonina C. Eldar, Aharon Ben-Tal
2007 J jnl
Minimax Approximation of Representation Coefficients From Generalized Samples.
IEEE Trans. Signal Process.
Tsvi G. Dvorkind, Hagai Kirshner, Yonina C. Eldar, Moshe Porat
2007 — conf
Minimum MSE Estimation with Convex Constraints.
ICASSP (3)
Tomer Michaeli, Yonina C. Eldar
2007 B conf
On the Gaussian MIMO Wiretap Channel.
ISIT
Ashish Khisti, Gregory W. Wornell, Ami Wiesel, Yonina C. Eldar
2007 J jnl
Optimal Encoding of Classical Information in a Quantum Medium.
IEEE Trans. Inf. Theory
N. Elron, Yonina C. Eldar
2007 Misc conf
Optimal Generalized Inverses for Zero Forcing Precoding.
CISS
Ami Wiesel, Yonina C. Eldar, Shlomo Shamai
2007 J jnl
Optimization of the MIMO Compound Capacity.
IEEE Trans. Wirel. Commun.
Ami Wiesel, Yonina C. Eldar, Shlomo Shamai
2007 J jnl
Performance Tradeoffs Among Adaptive Beamforming Criteria.
J. Sel. Topics Signal Processing
Yue Rong, Yonina C. Eldar, Alex B. Gershman
2007 J jnl
Regularization in Regression with Bounded Noise: A Chebyshev Center Approach.
SIAM J. Matrix Anal. Appl.
Amir Beck, Yonina C. Eldar
2007 J jnl
Rethinking Biased Estimation: Improving Maximum Likelihood and the Cramér-Rao Bound.
Found. Trends Signal Process.
Yonina C. Eldar
2006 J jnl
A minimum squared-error framework for generalized sampling.
IEEE Trans. Signal Process.
Yonina C. Eldar, Tsvi G. Dvorkind
2006 J jnl
An expected least-squares beamforming approach to signal estimation with steering vector uncertainties.
IEEE Signal Process. Lett.
Yonina C. Eldar, Arye Nehorai, Patricio S. La Rosa
2006 — conf
Approximating Representation Coefficients From Non Ideal Samples.
ICASSP (3)
Tsvi G. Dvorkind, Hagai Kirshner, Yonina C. Eldar, Moshe Porat
2006 J jnl
Characterization of Oblique Dual Frame Pairs.
EURASIP J. Adv. Signal Process.
Yonina C. Eldar, Ole W. Christensen
2006 J jnl
Comparing between estimation approaches: admissible and dominating linear estimators.
IEEE Trans. Signal Process.
Yonina C. Eldar
2006 — conf
Dominating and Admissible Mse-Bounds Using Saddle-Point Methods.
ICASSP (5)
Yonina C. Eldar
2006 J jnl
Frames and Overcomplete Representations in Signal Processing, Communications, and Information Theory.
EURASIP J. Adv. Signal Process.
Radu V. Balan, Yonina C. Eldar, Thomas Strohmer
2006 J jnl
Linear precoding via conic optimization for fixed MIMO receivers.
IEEE Trans. Signal Process.
Ami Wiesel, Yonina C. Eldar, Shlomo Shamai
2006 — conf
Linear transmitter design for the MISO compound channel with interference.
EUSIPCO
Ami Wiesel, Yonina C. Eldar, Shlomo Shamai
2006 — conf
Maximum Likelihood Estimation in Random Linear Models: Generalizations and Performance Analysis.
ICASSP (5)
Ami Wiesel, Yonina C. Eldar
2006 J jnl
Maximum likelihood estimation in linear models with a Gaussian model matrix.
IEEE Signal Process. Lett.
Ami Wiesel, Yonina C. Eldar, Amir Beck
2006 J jnl
Mean-Squared Error Sampling and Reconstruction in the Presence of Noise.
IEEE Trans. Signal Process.
Yonina C. Eldar
2006 J jnl
Minimax MSE estimation of deterministic parameters with noise covariance uncertainties.
IEEE Trans. Signal Process.
Yonina C. Eldar
2006 J jnl
Minimax estimation of deterministic parameters in linear models with a random model matrix.
IEEE Trans. Signal Process.
Yonina C. Eldar
2006 J jnl
Nonideal sampling and interpolation from noisy observations in shift-invariant spaces.
IEEE Trans. Signal Process.
Yonina C. Eldar, Michael Unser
2006 — conf
On signal representation from generalized samples: Minmax approximation with constraints.
EUSIPCO
Hagai Kirshner, Tsvi G. Dvorkind, Yonina C. Eldar, Moshe Porat
2006 J jnl
Robust Competitive Estimation With Signal and Noise Covariance Uncertainties.
IEEE Trans. Inf. Theory
Yonina C. Eldar
2006 J jnl
Robust Mean-Squared Error Estimation of Multiple Signals in Linear Systems Affected by Model and Noise Uncertainties.
Math. Program.
Amir Beck, Aharon Ben-Tal, Yonina C. Eldar
2006 J jnl
Strong Duality in Nonconvex Quadratic Optimization with Two Quadratic Constraints.
SIAM J. Optim.
Amir Beck, Yonina C. Eldar
2006 — conf
The Design of Optimal L1Linear Phase FIR Digital Filters.
ICASSP (3)
Liron D. Grossmann, Yonina C. Eldar
2006 J jnl
Uniformly Improving the Cramér-Rao Bound and Maximum-Likelihood Estimation.
IEEE Trans. Signal Process.
Yonina C. Eldar
2005 J jnl
A covariance shaping framework for linear multiuser detection.
IEEE Trans. Inf. Theory
Yonina C. Eldar, Shlomo Shamai
2005 J jnl
Correction to "On the Asymptotic Performance of the Decorrelator" and "An Optimal Whitening Approach to Linear Multiuser Detection".
IEEE Trans. Inf. Theory
Yonina C. Eldar, Albert M. Chan
2005 J jnl
Dual Gabor frames: theory and computational aspects.
IEEE Trans. Signal Process.
Tobias Werther, Yonina C. Eldar, Nagesh K. Subbanna
2005 J jnl
General Framework for Consistent Sampling in Hilbert Spaces.
Int. J. Wavelets Multiresolution Inf. Process.
Yonina C. Eldar, Tobias Werther
2005 J jnl
General Framework for Consistent Sampling in Hilbert Spaces.
Int. J. Wavelets Multiresolution Inf. Process.
Yonina C. Eldar, Tobias Werther
2005 — conf
MSE estimation of multichannel signals with model uncertainties.
ICASSP (4)
Amir Beck, Yonina C. Eldar, Aharon Ben-Tal
2005 J jnl
Maximum set estimators with bounded estimation error.
IEEE Trans. Signal Process.
Zvika Ben-Haim, Yonina C. Eldar
2005 J jnl
Minimax MSE-ratio estimation with signal covariance uncertainties.
IEEE Trans. Signal Process.
Yonina C. Eldar, Neri Merhav
2005 — conf
Minimax estimators dominating the least-squares estimator.
ICASSP (4)
Zvika Ben-Haim, Yonina C. Eldar
2005 — conf
Minimax subspace sampling in the presence of noise.
ICASSP (4)
Yonina C. Eldar
2005 — conf
Optimal squared-error signal recovery from nonideal samples.
EUSIPCO
Yonina C. Eldar, Tsvi G. Dvorkind
2005 J jnl
Robust deconvolution of deterministic and random signals.
IEEE Trans. Inf. Theory
Yonina C. Eldar
2005 — conf
Robust deconvolution of noisy signals.
EUSIPCO
Yonina C. Eldar
2005 J jnl
Robust mean-squared error estimation in the presence of model uncertainties.
IEEE Trans. Signal Process.
Yonina C. Eldar, Aharon Ben-Tal, Arkadi Nemirovski
2005 J jnl
Semidefinite Relaxation for Detection of 16-QAM Signaling in MIMO Channels.
IEEE Signal Process. Lett.
Ami Wiesel, Yonina C. Eldar, Shlomo Shamai Shitz
2004 J jnl
A competitive minimax approach to robust estimation of random parameters.
IEEE Trans. Signal Process.
Yonina C. Eldar, Neri Merhav
2004 — conf
A robust maximum likelihood multiuser detector in the presence of signature uncertainties.
EUSIPCO
Moshe Salhov, Ami Wiesel, Yonina C. Eldar
2004 — conf
Efficient Gabor expansion using non minimal dual Gabor windows.
ICECS
Nagesh K. Subbanna, Yonina C. Eldar
2004 — conf
Interpolation with nonuniform B-splines.
ICASSP (2)
Evgeny Margolis, Yonina C. Eldar
2004 — conf
Linear MIMO precoders for fixed receivers.
ICASSP (4)
Ami Wiesel, Yonina C. Eldar, Shlomo Shamai
2004 J jnl
Linear minimax regret estimation of deterministic parameters with bounded data uncertainties.
IEEE Trans. Signal Process.
Yonina C. Eldar, Aharon Ben-Tal, Arkadi Nemirovski
2004 — conf
MSE-ratio regret estimation with bounded data uncertainties.
EUSIPCO
Yonina C. Eldar
2004 — conf
Minimax regret estimation in linear models.
ICASSP (2)
Yonina C. Eldar, Aharon Ben-Tal, Arkadi Nemirovski
2004 — conf
Minimax sampling with arbitrary spaces [signal sampling and reconstruction].
ICECS
Yonina C. Eldar, Tsvi G. Dvorkind
2004 J jnl
Minimum variance in biased estimation: bounds and asymptotically optimal estimators.
IEEE Trans. Signal Process.
Yonina C. Eldar
2004 J jnl
Optimal Detection of Symmetric Mixed Quantum States.
IEEE Trans. Inf. Theory
Yonina C. Eldar, Alexandre Megretski, George C. Verghese
2004 J jnl
Orthogonal and projected orthogonal matched filter detection.
Signal Process.
Yonina C. Eldar, Alan V. Oppenheim, Dianne Egnor
2004 J jnl
Rebuttal to "Comments on covariance shaping least-squares estimation".
IEEE Trans. Signal Process.
Yonina C. Eldar, Alan V. Oppenheim
2004 — conf
Reconstruction of nonuniformly sampled periodic signals: algorithms and stability analysis.
ICECS
Evgeny Margolis, Yonina C. Eldar
2004 — conf
Robust peak distortion equalization.
ICASSP (4)
Moshe Salhov, Ami Wiesel, Yonina C. Eldar
2004 — conf
Vector uniform Cramer-Rao lower bound.
EUSIPCO
Yonina C. Eldar
2003 J jnl
A semidefinite programming approach to optimal unambiguous discrimination of quantumstates.
IEEE Trans. Inf. Theory
Yonina C. Eldar
2003 J jnl
An optimal whitening approach to linear multiuser detection.
IEEE Trans. Inf. Theory
Yonina C. Eldar, Albert M. Chan
2003 J jnl
Constructing signals with prescribed properties.
IEEE Signal Process. Lett.
Yonina C. Eldar
2003 J jnl
Covariance shaping least-squares estimation.
IEEE Trans. Signal Process.
Yonina C. Eldar, Alan V. Oppenheim
2003 J jnl
Designing optimal quantum detectors via semidefinite programming.
IEEE Trans. Inf. Theory
Yonina C. Eldar, Alexandre Megretski, George C. Verghese
2003 J jnl
Geometrically uniform frames.
IEEE Trans. Inf. Theory
Yonina C. Eldar, Helmut Bölcskei
2003 J jnl
MMSE whitening and subspace whitening.
IEEE Trans. Inf. Theory
Yonina C. Eldar, Alan V. Oppenheim
2003 — conf
Minimum mean-squared error covariance shaping.
ICASSP (6)
Yonina C. Eldar
2003 J jnl
On the asymptotic performance of the decorrelator.
IEEE Trans. Inf. Theory
Yonina C. Eldar, Albert M. Chan
2002 J jnl
On geometric properties of the decorrelator.
IEEE Commun. Lett.
Yonina C. Eldar
2002 J jnl
Optimal tight frames and quantum measurement.
IEEE Trans. Inf. Theory
Yonina C. Eldar, G. David Forney Jr.
2002 J jnl
Orthogonal multiuser detection.
Signal Process.
Yonina C. Eldar, Alan V. Oppenheim
2002 J jnl
Quantum signal processing.
IEEE Signal Process. Mag.
Yonina C. Eldar, Alan V. Oppenheim
2001 J jnl
On quantum detection and the square-root measurement.
IEEE Trans. Inf. Theory
Yonina C. Eldar, G. David Forney Jr.
2001 Misc conf
Orthogonal matched filter detection.
ICASSP
Yonina C. Eldar, Alan V. Oppenheim
2001 — —
Quantum signal processing.
Yonina C. Eldar
2000 Misc conf
Filter bank interpolation and reconstruction from generalized and recurrent nonuniform samples.
ICASSP
Yonina C. Eldar, Alan V. Oppenheim
2000 J jnl
Filterbank reconstruction of bandlimited signals from nonuniform and generalized samples.
IEEE Trans. Signal Process.
Yonina C. Eldar, Alan V. Oppenheim