Haris Vikalo - RankMe

217 papers A* 12A 3B 9C 4Misc 29Journal 111Unranked 49

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	FedRot-LoRA: Mitigating Rotational Misalignment in Federated LoRA. CoRR Haoran Zhang, Dongjun Kim, Seohyeon Cha, Haris Vikalo
2026	J	`jnl`	Managing Task Offloading in Viewport Prediction via Reinforcement Learning. IEEE Access Ahmet Günhan Aydin, Cinar Turhan, Haris Vikalo
2026	J	`jnl`	Online Learning for Multi-Layer Hierarchical Inference under Partial and Policy-Dependent Feedback. CoRR Haoran Zhang, Seohyeon Cha, Hasan Burhan Beytur, Kevin S. Chan, Gustavo de Veciana, Haris Vikalo
2026	J	`jnl`	Regularized Calibration with Successive Rounding for Post-Training Quantization. CoRR Seohyeon Cha, Huancheng Chen, Dongjun Kim, Haoran Zhang, Kevin S. Chan, Gustavo de Veciana, Haris Vikalo
2026	J	`jnl`	Transformers as Implicit State Estimators: In-Context Learning in Dynamical Systems. Trans. Mach. Learn. Res. Usman Akram, Haris Vikalo
2025	J	`jnl`	Accelerated Distributed Stochastic Nonconvex Optimization Over Time-Varying Directed Networks. IEEE Trans. Autom. Control. Yiyue Chen, Abolfazl Hashemi, Haris Vikalo
2025	J	`jnl`	Batching-Aware Joint Model Onloading and Offloading for Hierarchical Multi-Task Inference. CoRR Seohyeon Cha, Kevin Chan, Gustavo de Veciana, Haris Vikalo
2025	J	`jnl`	Fed-REACT: Federated Representation Learning for Heterogeneous and Evolving Data. CoRR Yiyue Chen, Usman Akram, Chianing Wang, Haris Vikalo
2025	J	`jnl`	Federated Learning at Scale: Addressing Client Intermittency and Resource Constraints. IEEE J. Sel. Top. Signal Process. Mónica Ribero, Haris Vikalo, Gustavo de Veciana
2025	—	`conf`	Federated Self-Supervised Learning for Automatic Modulation Classification in Heterogeneous Settings. SPAWC Usman Akram, Yiyue Chen, Haris Vikalo
2025	J	`jnl`	Federated Self-Supervised Learning for Automatic Modulation Classification under Non-IID and Class-Imbalanced Data. CoRR Usman Akram, Yiyue Chen, Haris Vikalo
2025	J	`jnl`	NextVir: Enabling classification of tumor-causing viruses with genomic foundation models. PLoS Comput. Biol. John Robertson, Shorya Consul, Haris Vikalo
2025	J	`jnl`	Optimal Resource Allocation for ML Model Training and Deployment under Concept Drift. CoRR Hasan Burhan Beytur, Gustavo de Veciana, Haris Vikalo, Kevin S. Chan
2025	J	`jnl`	Robust Super-Capacity SRS Channel Inpainting via Diffusion Models. CoRR Usman Akram, Fan Zhang, Yang Li, Haris Vikalo
2025	Misc	`conf`	Super Capacity SRS Design for 5G and beyond using Channel In-painting. ICASSP Usman Akram, Fan Zhang, Shawn Ma, Yang Li, Haris Vikalo
2025	J	`jnl`	Task-Agnostic Federated Continual Learning via Replay-Free Gradient Projection. CoRR Seohyeon Cha, Huancheng Chen, Haris Vikalo
2025	J	`jnl`	Viewport Prediction via Adaptive Edge Offloading. IEEE Netw. Lett. Ahmet Günhan Aydin, Haris Vikalo
2025	J	`jnl`	XVir: A Transformer-Based Architecture for Identifying Viral Reads from Cancer Samples. J. Comput. Biol. Shorya Consul, John Robertson, Haris Vikalo
2024	J	`jnl`	Accelerated Distributed Stochastic Non-Convex Optimization over Time-Varying Directed Networks. CoRR Yiyue Chen, Abolfazl Hashemi, Haris Vikalo
2024	J	`jnl`	Boundary Attention Constrained Zero-Shot Layout-To-Image Generation. CoRR Huancheng Chen, Jingtao Li, Weiming Zhuang, Haris Vikalo, Lingjuan Lyu
2024	J	`jnl`	Can Transformers In-Context Learn Behavior of a Linear Dynamical System? CoRR Usman Akram, Haris Vikalo
2024	A*	`conf`	Fed-QSSL: A Framework for Personalized Federated Learning under Bitwidth and Data Heterogeneity. AAAI Yiyue Chen, Haris Vikalo, Chianing Wang
2024	A*	`conf`	Heterogeneity-Guided Client Sampling: Towards Fast and Efficient Non-IID Federated Learning. NeurIPS Huancheng Chen, Haris Vikalo
2024	A*	`conf`	Mixed-Precision Quantization for Federated Learning on Resource-Constrained Heterogeneous Devices. CVPR Huancheng Chen, Haris Vikalo
2024	A*	`conf`	Optimization of Offloading Policies for Accuracy-Delay Tradeoffs in Hierarchical Inference. INFOCOM Hasan Burhan Beytur, Ahmet Günhan Aydin, Gustavo de Veciana, Haris Vikalo
2024	A*	`conf`	Recovering Labels from Local Updates in Federated Learning. ICML Huancheng Chen, Haris Vikalo
2024	J	`jnl`	Recovering Labels from Local Updates in Federated Learning. CoRR Huancheng Chen, Haris Vikalo
2024	J	`jnl`	Reducing communication in federated learning via efficient client sampling. Pattern Recognit. Mónica Ribero, Haris Vikalo
2023	Misc	`conf`	Accelerated Distributed Stochastic Non-Convex Optimization over Time-Varying Directed Networks. ICASSP Yiyue Chen, Abolfazl Hashemi, Haris Vikalo
2023	J	`jnl`	Accelerating Non-IID Federated Learning via Heterogeneity-Guided Client Sampling. CoRR Huancheng Chen, Haris Vikalo
2023	J	`jnl`	Automotive RADAR sub-sampling via object detection networks: Leveraging prior signal information. CoRR Madhumitha Sakthi, Ahmed H. Tewfik, Marius Arvinte, Haris Vikalo
2023	J	`jnl`	Fed-QSSL: A Framework for Personalized Federated Learning under Bitwidth and Data Heterogeneity. CoRR Yiyue Chen, Haris Vikalo, Chianing Johnny Wang
2023	J	`jnl`	Federated Learning Under Intermittent Client Availability and Time-Varying Communication Constraints. IEEE J. Sel. Top. Signal Process. Mónica Ribero, Haris Vikalo, Gustavo de Veciana
2023	—	`conf`	Federated Learning in Non-IID Settings Aided by Differentially Private Synthetic Data. CVPR Workshops Huancheng Chen, Haris Vikalo
2023	J	`jnl`	Graph-Based Reconstruction and Analysis of Disease Transmission Networks Using Viral Genomic Data. J. Comput. Biol. Ziqi Ke, Haris Vikalo
2023	J	`jnl`	Mixed-Precision Quantization for Federated Learning on Resource-Constrained Heterogeneous Devices. CoRR Huancheng Chen, Haris Vikalo
2023	A*	`conf`	The Best of Both Worlds: Accurate Global and Personalized Models through Federated Learning with Data-Free Hyper-Knowledge Distillation. ICLR Huancheng Chen, Chianing Wang, Haris Vikalo
2023	J	`jnl`	The Best of Both Worlds: Accurate Global and Personalized Models through Federated Learning with Data-Free Hyper-Knowledge Distillation. CoRR Huancheng Chen, Chianing Johnny Wang, Haris Vikalo
2023	J	`jnl`	XVir: A Transformer-Based Architecture for Identifying Viral Reads from Cancer Samples. CoRR Shorya Consul, John Robertson, Haris Vikalo
2022	J	`jnl`	Communication-Efficient Variance-Reduced Decentralized Stochastic Optimization Over Time-Varying Directed Graphs. IEEE Trans. Autom. Control. Yiyue Chen, Abolfazl Hashemi, Haris Vikalo
2022	—	`conf`	Deep learning for assembly of haplotypes and viral quasispecies from short and long sequencing reads. BCB Ziqi Ke, Haris Vikalo
2022	—	`conf`	End-to-end system for object detection from sub-sampled radar data. EUSIPCO Madhumitha Sakthi, Ahmed H. Tewfik, Marius Arvinte, Haris Vikalo
2022	J	`jnl`	End-to-end system for object detection from sub-sampled radar data. CoRR Madhumitha Sakthi, Ahmed H. Tewfik, Marius Arvinte, Haris Vikalo
2022	A*	`conf`	Federated Dynamic Sparse Training: Computing Less, Communicating Less, Yet Learning Better. AAAI Sameer Bibikar, Haris Vikalo, Zhangyang Wang, Xiaohan Chen
2022	J	`jnl`	Federated Learning Under Intermittent Client Availability and Time-Varying Communication Constraints. CoRR Mónica Ribero, Haris Vikalo, Gustavo de Veciana
2022	J	`jnl`	Federated Learning in Non-IID Settings Aided by Differentially Private Synthetic Data. CoRR Huancheng Chen, Haris Vikalo
2022	J	`jnl`	Federating recommendations using differentially private prototypes. Pattern Recognit. Mónica Ribero, Jette Henderson, Sinead Williamson, Haris Vikalo
2022	J	`jnl`	On the Benefits of Multiple Gossip Steps in Communication-Constrained Decentralized Federated Learning. IEEE Trans. Parallel Distributed Syst. Abolfazl Hashemi, Anish Acharya, Rudrajit Das, Haris Vikalo, Sujay Sanghavi, Inderjit S. Dhillon
2022	J	`jnl`	On the Benefits of Progressively Increasing Sampling Sizes in Stochastic Greedy Weak Submodular Maximization. IEEE Trans. Signal Process. Abolfazl Hashemi, Haris Vikalo, Gustavo de Veciana
2022	J	`jnl`	Real-Time Radio Technology and Modulation Classification via an LSTM Auto-Encoder. IEEE Trans. Wirel. Commun. Ziqi Ke, Haris Vikalo
2022	J	`jnl`	Towards accelerated greedy sampling and reconstruction of bandlimited graph signals. Signal Process. Abolfazl Hashemi, Rasoul Shafipour, Haris Vikalo, Gonzalo Mateos
2021	—	`conf`	Artifact: Opportunistic Federated Learning: An Exploration of Egocentric Collaboration for Pervasive Computing Applications. PerCom Workshops Sangsu Lee, Xi Zheng, Jie Hua, Haris Vikalo, Christine Julien
2021	J	`jnl`	Communication-Efficient Variance-Reduced Decentralized Stochastic Optimization over Time-Varying Directed Graphs. CoRR Yiyue Chen, Abolfazl Hashemi, Haris Vikalo
2021	Misc	`conf`	Decentralized Optimization on Time-Varying Directed Graphs Under Communication Constraints. ICASSP Yiyue Chen, Abolfazl Hashemi, Haris Vikalo
2021	J	`jnl`	Evolutionary Clustering via Message Passing. IEEE Trans. Knowl. Data Eng. Natalia M. Arzeno, Haris Vikalo
2021	J	`jnl`	Federated Dynamic Sparse Training: Computing Less, Communicating Less, Yet Learning Better. CoRR Sameer Bibikar, Haris Vikalo, Zhangyang Wang, Xiaohan Chen
2021	A	`conf`	No-regret learning with high-probability in adversarial Markov decision processes. UAI Mahsa Ghasemi, Abolfazl Hashemi, Haris Vikalo, Ufuk Topcu
2021	Misc	`conf`	On the Performance-Complexity Tradeoff in Stochastic Greedy Weak Submodular Optimization. ICASSP Abolfazl Hashemi, Haris Vikalo, Gustavo de Veciana
2021	C	`conf`	Online Learning with Implicit Exploration in Episodic Markov Decision Processes. ACC Mahsa Ghasemi, Abolfazl Hashemi, Haris Vikalo, Ufuk Topcu
2021	A*	`conf`	Opportunistic Federated Learning: An Exploration of Egocentric Collaboration for Pervasive Computing Applications. PerCom Sangsu Lee, Xi Zheng, Jie Hua, Haris Vikalo, Christine Julien
2021	J	`jnl`	Opportunistic Federated Learning: An Exploration of Egocentric Collaboration for Pervasive Computing Applications. CoRR Sangsu Lee, Xi Zheng, Jie Hua, Haris Vikalo, Christine Julien
2021	—	`conf`	Optimizing Resource Constrained Distributed Collaborative Sensing. ICC Workshops Michael Stecklein, Hasan Burhan Beytur, Gustavo de Veciana, Haris Vikalo
2021	—	`conf`	RF-based Network Inference: Theoretical Foundations. MILCOM Shorya Consul, Hasan Burhan Beytur, Gustavo de Veciana, Haris Vikalo
2021	J	`jnl`	Randomized Greedy Sensor Selection: Leveraging Weak Submodularity. IEEE Trans. Autom. Control. Abolfazl Hashemi, Mahsa Ghasemi, Haris Vikalo, Ufuk Topcu
2021	Misc	`conf`	Real-Time Radio Modulation Classification With An LSTM Auto-Encoder. ICASSP Ziqi Ke, Haris Vikalo
2020	A*	`conf`	A Convolutional Auto-Encoder for Haplotype Assembly and Viral Quasispecies Reconstruction. NeurIPS Ziqi Ke, Haris Vikalo
2020	A*	`conf`	A Graph Auto-Encoder for Haplotype Assembly and Viral Quasispecies Reconstruction. AAAI Ziqi Ke, Haris Vikalo
2020	A*	`conf`	A study of the learnability of relational properties: model counting meets machine learning (MCML). PLDI Muhammad Usman, Wenxi Wang, Marko Vasic, Kaiyuan Wang, Haris Vikalo, Sarfraz Khurshid
2020	J	`jnl`	Communication-Efficient Algorithms for Decentralized Optimization Over Directed Graphs. CoRR Yiyue Chen, Abolfazl Hashemi, Haris Vikalo
2020	J	`jnl`	Communication-Efficient Federated Learning via Optimal Client Sampling. CoRR Mónica Ribero, Haris Vikalo
2020	J	`jnl`	Federating Recommendations Using Differentially Private Prototypes. CoRR Mónica Ribero, Jette Henderson, Sinead Williamson, Haris Vikalo
2020	C	`conf`	Identifying Sparse Low-Dimensional Structures in Markov Chains: A Nonnegative Matrix Factorization Approach. ACC Mahsa Ghasemi, Abolfazl Hashemi, Haris Vikalo, Ufuk Topcu
2020	J	`jnl`	On the Benefits of Multiple Gossip Steps in Communication-Constrained Decentralized Optimization. CoRR Abolfazl Hashemi, Anish Acharya, Rudrajit Das, Haris Vikalo, Sujay Sanghavi, Inderjit S. Dhillon
2020	J	`jnl`	Real-Time Radio Technology and Modulation Classification via an LSTM Auto-Encoder. CoRR Ziqi Ke, Haris Vikalo
2019	J	`jnl`	A Graph Auto-Encoder for Haplotype Assembly and Viral Quasispecies Reconstruction. CoRR Ziqi Ke, Haris Vikalo
2019	Misc	`conf`	A Map Framework for Support Recovery of Sparse Signals Using Orthogonal Least Squares. ICASSP Shorya Consul, Abolfazl Hashemi, Haris Vikalo
2019	J	`jnl`	A Study of the Learnability of Relational Properties (Model Counting Meets Machine Learning). CoRR Muhammad Usman, Wenxi Wang, Kaiyuan Wang, Marko Vasic, Haris Vikalo, Sarfraz Khurshid
2019	J	`jnl`	ComHapDet: A Spatial Community Detection Algorithm for Haplotype Assembly. CoRR Abishek Sankararaman, Haris Vikalo, François Baccelli
2019	Misc	`conf`	Deep Learning Propagation Models over Irregular Terrain. ICASSP Mónica Ribero, Robert W. Heath Jr., Haris Vikalo, Dmitry Chizhik, Reinaldo A. Valenzuela
2019	J	`jnl`	Evolutionary Clustering via Message Passing. CoRR Natalia M. Arzeno, Haris Vikalo
2019	Misc	`conf`	Evolutionary Subspace Clustering: Discovering Structure in Self-expressive Time-series Data. ICASSP Abolfazl Hashemi, Haris Vikalo
2019	J	`jnl`	Identifying Low-Dimensional Structures in Markov Chains: A Nonnegative Matrix Factorization Approach. CoRR Mahsa Ghasemi, Abolfazl Hashemi, Haris Vikalo, Ufuk Topcu
2019	J	`jnl`	Matrix Completion and Performance Guarantees for Single Individual Haplotyping. IEEE Trans. Signal Process. Somsubhra Barik, Haris Vikalo
2019	C	`conf`	On Submodularity of Quadratic Observation Selection in Constrained Networked Sensing Systems. ACC Mahsa Ghasemi, Abolfazl Hashemi, Ufuk Topcu, Haris Vikalo
2019	—	`conf`	Online Topology Inference from Streaming Stationary Graph Signals. DSW Rasoul Shafipour, Abolfazl Hashemi, Gonzalo Mateos, Haris Vikalo
2019	—	`conf`	Online selective training for faster neural network learning. DSW Sara Mourad, Haris Vikalo, Ahmed H. Tewfik
2019	—	`conf`	Reconstructing Intra-Tumor Heterogeneity via Convex Optimization and Branch-and-Bound Search. BCB Shorya Consul, Haris Vikalo
2019	J	`jnl`	Stochastic-Greedy++: Closing the Optimality Gap in Exact Weak Submodular Maximization. CoRR Gustavo de Veciana, Abolfazl Hashemi, Haris Vikalo
2019	A*	`conf`	Submodular Observation Selection and Information Gathering for Quadratic Models. ICML Abolfazl Hashemi, Mahsa Ghasemi, Haris Vikalo, Ufuk Topcu
2019	—	`conf`	Weighted Subset Selection for Fast SVM Training. EUSIPCO Sara Mourad, Ahmed H. Tewfik, Haris Vikalo
2018	—	`conf`	A Novel Scheme for Support Identification and Iterative Sampling of Bandlimited Graph Signals. GlobalSIP Abolfazl Hashemi, Rasoul Shafipour, Haris Vikalo, Gonzalo Mateos
2018	C	`conf`	A Randomized Greedy Algorithm for Near-Optimal Sensor Scheduling in Large-Scale Sensor Networks. ACC Abolfazl Hashemi, Mahsa Ghasemi, Haris Vikalo, Ufuk Topcu
2018	J	`jnl`	Accelerated orthogonal least-squares for large-scale sparse reconstruction. Digit. Signal Process. Abolfazl Hashemi, Haris Vikalo
2018	J	`jnl`	Cyclic block coordinate minimization algorithms for DOA estimation in co-prime arrays. Signal Process. Heeseong Yang, Joohwan Chun, Haris Vikalo
2018	J	`jnl`	Evolutionary Self-Expressive Models for Subspace Clustering. CoRR Abolfazl Hashemi, Haris Vikalo
2018	J	`jnl`	Evolutionary Self-Expressive Models for Subspace Clustering. IEEE J. Sel. Top. Signal Process. Abolfazl Hashemi, Haris Vikalo
2018	J	`jnl`	Matrix Completion and Performance Guarantees for Single Individual Haplotyping. CoRR Somsubhra Barik, Haris Vikalo
2018	—	`conf`	Near-Optimal Distributed Estimation for a Network of Sensing Units Operating Under Communication Constraints. CDC Abolfazl Hashemi, Osman Fatih Kiliç, Haris Vikalo
2018	Misc	`conf`	Sampling and Reconstruction of Graph Signals via Weak Submodularity and Semidefinite Relaxation. ICASSP Abolfazl Hashemi, Rasoul Shafipour, Haris Vikalo, Gonzalo Mateos
2018	J	`jnl`	Viral quasispecies reconstruction via tensor factorization with successive read removal. Bioinform. Soyeon Ahn, Ziqi Ke, Haris Vikalo
2018	J	`jnl`	aBayesQR: A Bayesian Method for Reconstruction of Viral Populations Characterized by Low Diversity. J. Comput. Biol. Soyeon Ahn, Haris Vikalo
2017	J	`jnl`	A Randomized Greedy Algorithm for Near-Optimal Sensor Scheduling in Large-Scale Sensor Networks. CoRR Abolfazl Hashemi, Mahsa Ghasemi, Haris Vikalo, Ufuk Topcu
2017	J	`jnl`	Accelerated Sparse Subspace Clustering. CoRR Abolfazl Hashemi, Haris Vikalo
2017	Misc	`conf`	Binary matrix completion with performance guarantees for single individual haplotyping. ICASSP Somsubhra Barik, Haris Vikalo
2017	—	`conf`	Data subset selection for efficient SVM training. EUSIPCO Sara Mourad, Ahmed H. Tewfik, Haris Vikalo
2017	Misc	`conf`	Evolutionary affinity propagation. ICASSP Natalia M. Arzeno, Haris Vikalo
2017	J	`jnl`	Information-Theoretic Analysis of Haplotype Assembly. IEEE Trans. Inf. Theory Hongbo Si, Haris Vikalo, Sriram Vishwanath
2017	J	`jnl`	Optimal Haplotype Assembly via a Branch-and-Bound Algorithm. IEEE Trans. Mol. Biol. Multi Scale Commun. Shreepriya Das, Haris Vikalo
2017	Misc	`conf`	Recovery of sparse signals via Branch and Bound Least-Squares. ICASSP Abolfazl Hashemi, Haris Vikalo
2017	J	`jnl`	Sampling and Reconstruction of Graph Signals via Weak Submodularity and Semidefinite Relaxation. CoRR Abolfazl Hashemi, Rasoul Shafipour, Haris Vikalo, Gonzalo Mateos
2017	A	`conf`	Sampling-based binary-level cross-platform performance estimation. DATE Xinnian Zheng, Haris Vikalo, Shuang Song, Lizy K. John, Andreas Gerstlauer
2017	—	`conf`	Sparse Tensor Decomposition for Haplotype Assembly of Diploids and Polyploids. BCB Abolfazl Hashemi, Banghua Zhu, Haris Vikalo
2017	—	`conf`	Viral quasispecies reconstruction via tensor factorization. Allerton Soyeon Ahn, Ziqi Ke, Haris Vikalo
2017	B	`conf`	aBayesQR: A Bayesian Method for Reconstruction of Viral Populations Characterized by Low Diversity. RECOMB Soyeon Ahn, Haris Vikalo
2016	—	`conf`	Beam tracking for mobile millimeter wave communication systems. GlobalSIP Vutha Va, Haris Vikalo, Robert W. Heath Jr.
2016	J	`jnl`	Decoding Genetic Variations: Communications-Inspired Haplotype Assembly. IEEE ACM Trans. Comput. Biol. Bioinform. Zrinka Puljiz, Haris Vikalo
2016	J	`jnl`	End-to-End Optimization of High-Throughput DNA Sequencing. J. Comput. Biol. Eliza O'Reilly, François Baccelli, Gustavo de Veciana, Haris Vikalo
2016	—	`conf`	Nonnegative gridless compressive sensing for co-prime arrays. GlobalSIP Heeseong Yang, Joohwan Chun, Haris Vikalo
2016	J	`jnl`	Sampling Requirements and Accelerated Schemes for Sparse Linear Regression with Orthogonal Least-Squares. CoRR Abolfazl Hashemi, Haris Vikalo
2016	J	`jnl`	Sparse Linear Regression via Generalized Orthogonal Least-Squares. CoRR Abolfazl Hashemi, Haris Vikalo
2016	—	`conf`	Sparse linear regression via generalized orthogonal least-squares. GlobalSIP Abolfazl Hashemi, Haris Vikalo
2016	J	`jnl`	Sparse recovery via Orthogonal Least-Squares under presence of Noise. CoRR Abolfazl Hashemi, Haris Vikalo
2016	Misc	`conf`	Structurally-constrained gradient descent for matrix factorization in haplotype assembly problems. ICASSP Changxiao Cai, Sujay Sanghavi, Haris Vikalo
2016	J	`jnl`	Structured Low-Rank Matrix Factorization for Haplotype Assembly. IEEE J. Sel. Top. Signal Process. Changxiao Cai, Sujay Sanghavi, Haris Vikalo
2015	J	`jnl`	A Perspective on Future Research Directions in Information Theory. CoRR Jeffrey G. Andrews, Alexandros G. Dimakis, Lara Dolecek, Michelle Effros, Muriel Médard, Olgica Milenkovic, Andrea Montanari, Sriram Vishwanath, Edmund M. Yeh, Randall Berry, Ken R. Duffy, Soheil Feizi, Saul Kato, Manolis Kellis, Stuart Licht, Jon Sorenson, Lav R. Varshney, Haris Vikalo
2015	J	`jnl`	Designing optimal mortality risk prediction scores that preserve clinical knowledge. J. Biomed. Informatics Natalia M. Arzeno, Karla A. Lawson, Sarah V. Duzinski, Haris Vikalo
2015	B	`conf`	Distributed self localization of sensors with poisson deployment using extended Kalman filter. WCNC Abhishek K. Gupta, Somsubhra Barik, Haris Vikalo
2015	J	`jnl`	Joint haplotype assembly and genotype calling via sequential Monte Carlo algorithm. BMC Bioinform. Soyeon Ahn, Haris Vikalo
2015	—	`conf`	Non-uniformity correction of IR images using natural scene statistics. GlobalSIP Todd Richard Goodall, Alan C. Bovik, Haris Vikalo, Nicholas G. Paulter Jr.
2015	J	`jnl`	Semi-Supervised Affinity Propagation with Soft Instance-Level Constraints. IEEE Trans. Pattern Anal. Mach. Intell. Natalia M. Arzeno, Haris Vikalo
2014	J	`jnl`	Haplotype Assembly: An Information Theoretic View. CoRR Hongbo Si, Haris Vikalo, Sriram Vishwanath
2014	B	`conf`	Haplotype assembly: An information theoretic view. ITW Hongbo Si, Haris Vikalo, Sriram Vishwanath
2014	J	`jnl`	Iterative Learning for Reference-Guided DNA Sequence Assembly From Short Reads: Algorithms and Limits of Performance. IEEE Trans. Signal Process. Xiaohu Shen, Manohar Shamaiah, Haris Vikalo
2014	J	`jnl`	Iterative Learning for Reference-Guided DNA Sequence Assembly from Short Reads: Algorithms and Limits of Performance. CoRR Xiaohu Shen, Manohar Shamaiah, Haris Vikalo
2014	—	`conf`	Iterative learning of single individual haplotypes from high-throughput DNA sequencing data. ISTC Zrinka Puljiz, Haris Vikalo
2014	—	`conf`	Optimal haplotype assembly with statistical pruning. GlobalSIP Shreepriya Das, Haris Vikalo
2014	J	`jnl`	Sparsity-Aware Sphere Decoding: Algorithms and Complexity Analysis. IEEE Trans. Signal Process. Somsubhra Barik, Haris Vikalo
2014	J	`jnl`	Sparsity-aware sphere decoding: Algorithms and complexity analysis. CoRR Somsubhra Barik, Haris Vikalo
2013	Misc	`conf`	A message passing algorithm for haplotype assembly. ACSSC Zrinka Puljiz, Haris Vikalo
2013	J	`jnl`	Base calling for high-throughput short-read sequencing: dynamic programming solutions. BMC Bioinform. Shreepriya Das, Haris Vikalo
2013	J	`jnl`	Bayesian Active Learning for Drug Combinations. IEEE Trans. Biomed. Eng. Mijung Park, Marcel Nassar, Haris Vikalo
2013	—	`conf`	Deterministic sequential Monte Carlo for haplotype inference. GlobalSIP Soyeon Ahn, Haris Vikalo
2013	Misc	`conf`	Expected complexity of sphere decoding for sparse integer least-square problems. ICASSP Somsubhra Barik, Haris Vikalo
2013	B	`conf`	Message passing algorithm for inferring consensus sequence from next-generation sequencing data. ISIT Xiaohu Shen, Manohar Shamaiah, Haris Vikalo
2013	J	`jnl`	Message-Passing Algorithms for Coordinated Spectrum Sensing in Cognitive Radio Networks. IEEE Commun. Lett. Sang Hyun Lee, Manohar Shamaiah, Haris Vikalo, Sriram Vishwanath
2012	—	`conf`	A message passing algorithm for reference-guided sequence assembly from high-throughput sequencing data. GENSiPS Xiaohu Shen, Haris Vikalo
2012	—	`conf`	Adaptive experimental design for drug combinations. SSP Mijung Park, Marcel Nassar, Brian L. Evans, Haris Vikalo
2012	—	`conf`	Base calling error rates in next-generation DNA sequencing. SSP Manohar Shamaiah, Haris Vikalo
2012	J	`jnl`	Distributed Algorithms for Spectrum Access in Cognitive Radio Relay Networks. IEEE J. Sel. Areas Commun. Manohar Shamaiah, Sang Hyun Lee, Sriram Vishwanath, Haris Vikalo
2012	J	`jnl`	Estimating Parameters of Sampled Diffusion Processes in Affinity Biosensors. IEEE Trans. Signal Process. Manohar Shamaiah, Xiaohu Shen, Haris Vikalo
2012	J	`jnl`	Graphical Models and Inference on Graphs in Genomics: Challenges of high-throughput data analysis. IEEE Signal Process. Mag. Manohar Shamaiah, Sang Hyun Lee, Haris Vikalo
2012	J	`jnl`	Greedy Sensor Selection under Channel Uncertainty. IEEE Wirel. Commun. Lett. Manohar Shamaiah, Siddhartha Banerjee, Haris Vikalo
2012	J	`jnl`	Joint Parameter Estimation and Base-Calling for Pyrosequencing Systems. IEEE Trans. Signal Process. Ting Wu, Haris Vikalo
2012	J	`jnl`	OnlineCall: fast online parameter estimation and base calling for illumina's next-generation sequencing. Bioinform. Shreepriya Das, Haris Vikalo
2012	J	`jnl`	ParticleCall: A particle filter for base calling in next-generation sequencing systems. BMC Bioinform. Xiaohu Shen, Haris Vikalo
2011	—	`conf`	A dual Kalman filter for parameter-state estimation in real-time DNA microarrays. EMBC Manohar Shamaiah, Haris Vikalo
2011	—	`conf`	A message-passing algorithm for spectrum access in cognitive radio relay networks. ACSCC Sang Hyun Lee, Manohar Shamaiah, Sriram Vishwanath, Haris Vikalo
2011	—	`conf`	A sequential Monte Carlo base-calling method for next-generation dna sequencing. GENSiPS Xiaohu Shen, Haris Vikalo
2011	—	`conf`	An MCMC algorithm for base calling in sequencing-by-synthesis. ACSCC Ting Wu, Haris Vikalo, Manohar Shamaiah
2011	—	`conf`	Base-calling for Illumina's next-generation DNA sequencing systems via Viterbi algorithm. Allerton Shreepriya Das, Haris Vikalo
2011	Misc	`conf`	Distributed routing in networks using affinity propagation. ICASSP Manohar Shamaiah, Sang Hyun Lee, Sriram Vishwanath, Haris Vikalo
2011	J	`jnl`	Estimating Time-Varying Sparse Signals Under Communication Constraints. IEEE Trans. Signal Process. Manohar Shamaiah, Haris Vikalo
2011	Misc	`conf`	Message-passing for base-calling in sequencing-by-synthesis systems. ICASSP Sang Hyun Lee, Manohar Shamaiah, Haris Vikalo
2011	Misc	`conf`	Sequential Monte Carlo method for parameter estimation in diffusion models of affinity-based biosensors. ICASSP Manohar Shamaiah, Xiaohu Shen, Haris Vikalo
2010	J	`jnl`	An MCMC Algorithm for Target Estimation in Real-Time DNA Microarrays. EURASIP J. Adv. Signal Process. Haris Vikalo, Mahsuni Gokdemir
2010	Misc	`conf`	Further results on message-passing algorithms for motif finding. ICASSP Sang Hyun Lee, Haris Vikalo, Sriram Vishwanath
2010	—	`conf`	Greedy sensor selection: Leveraging submodularity. CDC Manohar Shamaiah, Siddhartha Banerjee, Haris Vikalo
2010	—	`conf`	Inference of gene-regulatory networks using message-passing algorithms. GENSiPS Manohar Shamaiah, Sang Hyun Lee, Haris Vikalo
2010	J	`jnl`	Inferring Parameters of Gene Regulatory Networks via Particle Filtering. EURASIP J. Adv. Signal Process. Xiaohu Shen, Haris Vikalo
2010	Misc	`conf`	Inferring parameters of gene regulatory networks via particle filtering. ICASSP Xiaohu Shen, Haris Vikalo
2010	J	`jnl`	Limits of performance of quantitative polymerase chain reaction systems. IEEE Trans. Inf. Theory Haris Vikalo, Babak Hassibi, Arjang Hassibi
2010	Misc	`conf`	Maximum likelihood DNA sequence detection via sphere decoding. ICASSP Ting Wu, Haris Vikalo
2010	—	`conf`	Model-based sequential base calling for Illumina sequencing. GENSiPS Shreepriya Das, Haris Vikalo, Arjang Hassibi
2010	Misc	`conf`	Rao-Blackwellized unscented Kalman filter for nonlinear systems with bandwidth constraints. ICASSP Manohar Shamaiah, Haris Vikalo
2009	—	`conf`	A particle filtering algorithm for parameter estimation in real-time biosensor arrays. GENSiPS Mahsuni Gokdemir, Haris Vikalo
2009	—	`conf`	Limits of performance of real-time DNA microarrays. Allerton Haris Vikalo, Babak Hassibi
2009	—	`conf`	Message-passing for motif finding. GENSiPS Sang Hyun Lee, Haris Vikalo, Sriram Vishwanath
2009	J	`jnl`	Performance of sphere decoding of block codes. IEEE Trans. Commun. Mostafa El-Khamy, Haris Vikalo, Babak Hassibi, Robert J. McEliece
2009	—	`conf`	Stochastic modeling of reaction kinetics in biosensors using the Fokker Planck equation. GENSiPS Shreepriya Das, Haris Vikalo, Arjang Hassibi
2009	—	`conf`	Target estimation in real-time polymerase chain reaction using sequential Monte Carlo. GENSiPS Arun Miduthuri, Ting Wu, Haris Vikalo
2008	—	`conf`	Estimation in real-time affinity-based biosensors. ACSCC Haris Vikalo, Arjang Hassibi
2008	J	`jnl`	Modeling and Estimation for Real-Time Microarrays. IEEE J. Sel. Top. Signal Process. Haris Vikalo, Babak Hassibi, Arjang Hassibi
2008	Misc	`conf`	On estimation in real-time microarrays. ICASSP Haris Vikalo, Babak Hassibi, Arjang Hassibi
2008	J	`jnl`	Recovering Sparse Signals Using Sparse Measurement Matrices in Compressed DNA Microarrays. IEEE J. Sel. Top. Signal Process. Farzad Parvaresh, Haris Vikalo, Sidhant Misra, Babak Hassibi
2008	Misc	`conf`	Sparse measurements, compressed sampling, and DNA microarrays. ICASSP Haris Vikalo, Farzad Parvaresh, Sidhant Misra, Babak Hassibi
2008	J	`jnl`	Speeding up the Sphere Decoder With H IEEE Trans. Signal Process. Mihailo Stojnic, Haris Vikalo, Babak Hassibi
2007	—	`conf`	ML Estimation of DNA Initial Copy Number in Polymerase Chain Reaction (PCR) Processes. ICASSP (1) Haris Vikalo, Babak Hassibi, Arjang Hassibi
2007	—	`conf`	PEP Analysis of the SDP Based Joint Channel Estimation and Signal Detection. ICASSP (3) Mihailo Stojnic, Babak Hassibi, Haris Vikalo
2007	B	`conf`	PEP analysis of SDP-based non-coherent signal detection. ISIT Mihailo Stojnic, Babak Hassibi, Haris Vikalo
2006	J	`jnl`	A statistical model for microarrays, optimal estimation algorithms, and limits of performance. IEEE Trans. Signal Process. Haris Vikalo, Babak Hassibi, Arjang Hassibi
2006	—	`conf`	Asymptotic Analysis of the Gaussian Broadcast Channel with Perturbation Preprocessing. ICASSP (4) Mihailo Stojnic, Haris Vikalo, Babak Hassibi
2006	J	`jnl`	Efficient joint maximum-likelihood channel estimation and signal detection. IEEE Trans. Wirel. Commun. Haris Vikalo, Babak Hassibi, Petre Stoica
2006	—	`conf`	Further Results on Speeding up the Sphere Decoder. ICASSP (4) Mihailo Stojnic, Haris Vikalo, Babak Hassibi
2006	—	`conf`	On Limits of Performance of Dna Microarrays. ICASSP (2) Haris Vikalo, Babak Hassibi, Arjang Hassibi
2006	J	`jnl`	On joint detection and decoding of linear block codes on Gaussian vector channels. IEEE Trans. Signal Process. Haris Vikalo, Babak Hassibi
2006	B	`conf`	On the Performance of Sphere Decoding of Block Codes. ISIT Mostafa El-Khamy, Haris Vikalo, Babak Hassibi, Robert J. McEliece
2006	J	`jnl`	Rate maximization in multi-antenna broadcast channels with linear preprocessing. IEEE Trans. Wirel. Commun. Mihailo Stojnic, Haris Vikalo, Babak Hassibi
2006	J	`jnl`	Sphere-Constrained ML Detection for Frequency-Selective Channels. IEEE Trans. Commun. Haris Vikalo, Babak Hassibi, Urbashi Mitra
2005	—	`conf`	A branch and bound approach to speed up the sphere decoder. ICASSP (3) Mihailo Stojnic, Haris Vikalo, Babak Hassibi
2005	B	`conf`	Bounds on the performance of sphere decoding of linear block codes. ITW Mostafa El-Khamy, Haris Vikalo, Babak Hassibi
2005	J	`jnl`	On robust signal reconstruction in noisy filter banks. Signal Process. Haris Vikalo, Babak Hassibi, Alper T. Erdogan, Thomas Kailath
2005	J	`jnl`	On the sphere-decoding algorithm I. Expected complexity. IEEE Trans. Signal Process. Babak Hassibi, Haris Vikalo
2005	J	`jnl`	On the sphere-decoding algorithm II. Generalizations, second-order statistics, and applications to communications. IEEE Trans. Signal Process. Haris Vikalo, Babak Hassibi
2004	J	`jnl`	Iterative Decoding for MIMO Channels Via Modified Sphere Decoding. IEEE Trans. Wirel. Commun. Haris Vikalo, Babak Hassibi, Thomas Kailath
2004	J	`jnl`	On the capacity of frequency- selective channels in training-based transmission schemes. IEEE Trans. Signal Process. Haris Vikalo, Babak Hassibi, Bertrand M. Hochwald, Thomas Kailath
2004	B	`conf`	Rate maximization in multi-antenna broadcast channels with linear preprocessing. GLOBECOM Mihailo Stojnic, Haris Vikalo, Babak Hassibi
2004	B	`conf`	Statistical approach to ML decoding of linear block codes on symmetric channels. ISIT Haris Vikalo, Babak Hassibi
2003	—	`conf`	Joint maximum-likelihood channel estimation and signal detection for SIMO channels. ICASSP (4) Petre Stoica, Haris Vikalo, Babak Hassibi
2003	—	`conf`	Maximum-likelihood decoding and integer least-squares: The expected complexity. Multiantenna Channels: Capacity, Coding and Signal Processing Babak Hassibi, Haris Vikalo
2003	—	`conf`	Sphere-constrained ML detection for frequency-selective channels. ICASSP (4) Haris Vikalo, Babak Hassibi, Urbashi Mitra
2002	J	`jnl`	Maximum-Likelihood Sequence Detection of Multiple Antenna Systems over Dispersive Channels via Sphere Decoding. EURASIP J. Adv. Signal Process. Haris Vikalo, Babak Hassibi
2002	Misc	`conf`	On the expected complexity of integer least-squares problems. ICASSP Babak Hassibi, Haris Vikalo
2002	Misc	`conf`	Towards closing the capacity gap on multiple antenna channels. ICASSP Haris Vikalo, Babak Hassibi
2001	Misc	`conf`	Optimal training for frequency-selective fading channels. ICASSP Haris Vikalo, Babak Hassibi, Bertrand M. Hochwald, Thomas Kailath
2000	A	`conf`	Energy efficient design of portable wireless systems. ISLPED Tajana Simunic, Haris Vikalo, Peter W. Glynn, Giovanni De Micheli
2000	Misc	`conf`	Mixed H ICASSP Haris Vikalo, Babak Hassibi, Thomas Kailath
1999	Misc	`conf`	On H ICASSP Haris Vikalo, Babak Hassibi, Thomas Kailath