Nicholas D. Sidiropoulos

348 papers A* 17A 14B 3Misc 63Journal 195Unranked 55
YearRankTypeTitle / Venue / Authors
2026 J jnl
Penalizing Localized Dirichlet Energies in Low Rank Tensor Products.
CoRR
Paris A. Karakasis, Nicholas D. Sidiropoulos
2025 Misc conf
Adaptive Canonical Correlation Analysis With Application to Time Synchronization for Signal Alignment.
ICASSP
Spyridon Peppas, Nicholas D. Sidiropoulos
2025 J jnl
Broadband Signal Alignment for Interference Resilient Multicarrier Communication.
IEEE Wirel. Commun. Lett.
Spyridon Peppas, Nima Razavi, Nicholas D. Sidiropoulos
2025 A* conf
Densest k-Subgraph Mining via a Provably Tight Relaxation.
AAAI
Qiheng Lu, Nicholas D. Sidiropoulos, Aritra Konar
2025 J jnl
Fairness-Aware Dense Subgraph Discovery.
Trans. Mach. Learn. Res.
Emmanouil Kariotakis, Nicholas D. Sidiropoulos, Aritra Konar
2025 Misc conf
Interference-Resilient Hybrid Multi-Antenna ARQ.
ICASSP
Nicholas D. Sidiropoulos, Yuanyuan Tang
2025 — conf
Linearly Precoded Signal Alignment: How to Excise Interference with Little Rate Loss.
SPAWC
Nicholas D. Sidiropoulos, Kieran Lynch
2025 J jnl
Signal Alignment in Frequency-Hopped IoT Networks.
IEEE Trans. Wirel. Commun.
Spyridon Peppas, Paris A. Karakasis, Nicholas D. Sidiropoulos, Danijela Cabric
2025 J jnl
Subspace Clustering of Subspaces: Unifying Canonical Correlation Analysis and Subspace Clustering.
CoRR
Paris A. Karakasis, Nicholas D. Sidiropoulos
2025 J jnl
Tensor Completion Network for Visual Data.
IEEE Trans. Signal Process.
Xiang-Yu Wang, Xiao-Peng Li, Nicholas D. Sidiropoulos, Hing Cheung So
2025 J jnl
The Vertex-Attribute-Constrained Densest
CoRR
Qiheng Lu, Nicholas D. Sidiropoulos, Aritra Konar
2024 J jnl
A Link Between Multiuser MMSE and Canonical Correlation Analysis.
IEEE Wirel. Commun. Lett.
Mohamed Salah Ibrahim, Paris A. Karakasis, Nicholas D. Sidiropoulos
2024 Misc conf
Binary Signal Alignment: Optimal Solution is Polynomial-Time and Linear-Time Solution is Quasi-Optimal.
ICASSP
Spyridon Peppas, Nicholas D. Sidiropoulos
2024 J jnl
Correction to: TurboLift: fast accuracy lifting for historical data recovery.
VLDB J.
Fan Yang, Faisal M. Almutairi, Hyun Ah Song, Christos Faloutsos, Nicholas D. Sidiropoulos, Vladimir Zadorozhny
2024 J jnl
Minimizing Low-Rank Models of High-Order Tensors: Hardness, Span, Tight Relaxation, and Applications.
IEEE Trans. Signal Process.
Nicholas D. Sidiropoulos, Paris A. Karakasis, Aritra Konar
2024 Misc conf
Multivariate Density Estimation Using Low-Rank Fejér-Riesz Factorization.
ICASSP
Paris A. Karakasis, Nicholas D. Sidiropoulos
2024 — conf
Multiview Analog FM Radio Underlay.
IEEECONF
Nima Razavi, Spyridon Peppas, Paris A. Karakasis, Nicholas D. Sidiropoulos
2024 J jnl
On Densest
CoRR
Qiheng Lu, Nicholas D. Sidiropoulos, Aritra Konar
2024 A* conf
Optimal Quasi-clique: Hardness, Equivalence with Densest-k-Subgraph, and Quasi-partitioned Community Mining.
AAAI
Aritra Konar, Nicholas D. Sidiropoulos
2024 J jnl
Robust Tensor Completion via Capped Frobenius Norm.
IEEE Trans. Neural Networks Learn. Syst.
Xiao Peng Li, Zhi-Yong Wang, Zhanglei Shi, Hing Cheung So, Nicholas D. Sidiropoulos
2023 — conf
Clustering on the Stiefel Manifold with Symmetric Block Term Decomposition.
CAMSAP
Paris A. Karakasis, Nicholas D. Sidiropoulos
2023 Misc conf
Enrollment Rate Prediction in Clinical Trials based on CDF Sketching and Tensor Factorization tools.
ICASSP
Magda Amiridi, Cheng Qian, Nicholas D. Sidiropoulos, Lucas M. Glass
2023 Misc conf
Few-Shot Classification Using Tensor Completion.
ACSSC
Anastasia Aidini, Grigorios Tsagkatakis, Nicholas D. Sidiropoulos, Panagiotis Tsakalides
2023 — conf
Harnessing the Power of Repetition Structure in Ultra-Narrowband IoT.
SPAWC
Spyridon Peppas, Paris A. Karakasis, Nicholas D. Sidiropoulos, Danijela Cabric
2023 A conf
Harvester: Principled Factorization-based Temporal Tensor Granularity Estimation.
SDM
Ravdeep S. Pasricha, Uday Singh Saini, Nicholas D. Sidiropoulos, Fei Fang, Kevin Chan, Evangelos E. Papalexakis
2023 B conf
On High-dimensional and Low-rank Tensor Bandits.
ISIT
Chengshuai Shi, Cong Shen, Nicholas D. Sidiropoulos
2023 J jnl
On High-dimensional and Low-rank Tensor Bandits.
CoRR
Chengshuai Shi, Cong Shen, Nicholas D. Sidiropoulos
2023 Misc conf
Radio-Astronomy Imaging and Interference Excision Using Tensor Decomposition and Canonical Correlation Analysis.
ICASSP
Mikael Sørensen, Nicholas D. Sidiropoulos
2023 J jnl
Revisiting Deep Generalized Canonical Correlation Analysis.
CoRR
Paris A. Karakasis, Nicholas D. Sidiropoulos
2023 J jnl
Revisiting Deep Generalized Canonical Correlation Analysis.
IEEE Trans. Signal Process.
Paris A. Karakasis, Nicholas D. Sidiropoulos
2022 J jnl
A Novel Linear Precoder Design for Reliable UL/DL Detection in TDD Cellular Networks.
IEEE Trans. Commun.
Mohamed Salah Ibrahim, Ahmed Hussain, Nicholas D. Sidiropoulos
2022 J jnl
A Simple and Practical Underlay Scheme for Short-Range Secondary Communication.
IEEE Trans. Wirel. Commun.
Mohamed Salah Ibrahim, Paris A. Karakasis, Nicholas D. Sidiropoulos
2022 — conf
Canonical Identification of Autoregressive Nonlinear Systems.
IEEECONF
Nicholas D. Sidiropoulos, Mikael Sørensen
2022 J jnl
Finding the smallest or largest element of a tensor from its low-rank factors.
CoRR
Nicholas D. Sidiropoulos, Paris A. Karakasis, Aritra Konar
2022 A conf
GAGE: Geometry Preserving Attributed Graph Embeddings.
WSDM
Charilaos I. Kanatsoulis, Nicholas D. Sidiropoulos
2022 J jnl
Graph Matching Via the Lens of Supermodularity.
IEEE Trans. Knowl. Data Eng.
Aritra Konar, Nicholas D. Sidiropoulos
2022 — conf
Identifiability Results for Nonuniform Linear and Rectangular Sensor Arrays.
EUSIPCO
Mikael Sørensen, Nicholas D. Sidiropoulos
2022 J jnl
Large Scale Tensor Factorization via Parallel Sketches.
IEEE Trans. Knowl. Data Eng.
Bo Yang, Ahmed S. Zamzam, Nicholas D. Sidiropoulos
2022 J jnl
Learning Multivariate CDFs and Copulas using Tensor Factorization.
CoRR
Magda Amiridi, Nicholas D. Sidiropoulos
2022 J jnl
Low-Rank Characteristic Tensor Density Estimation Part I: Foundations.
IEEE Trans. Signal Process.
Magda Amiridi, Nikos Kargas, Nicholas D. Sidiropoulos
2022 J jnl
Low-Rank Characteristic Tensor Density Estimation Part II: Compression and Latent Density Estimation.
IEEE Trans. Signal Process.
Magda Amiridi, Nikos Kargas, Nicholas D. Sidiropoulos
2022 J jnl
Multisubject Task-Related fMRI Data Processing via a Two-Stage Generalized Canonical Correlation Analysis.
IEEE Trans. Image Process.
Paris A. Karakasis, Athanasios P. Liavas, Nicholas D. Sidiropoulos, Panagiotis G. Simos, Efrosini Papadaki
2022 J jnl
Overlapping Community Detection via Semi-Binary Matrix Factorization: Identifiability and Algorithms.
IEEE Trans. Signal Process.
Mikael Sørensen, Nicholas D. Sidiropoulos, Ananthram Swami
2022 J jnl
Probabilistic Simplex Component Analysis.
IEEE Trans. Signal Process.
Ruiyuan Wu, Wing-Kin Ma, Yuening Li, Anthony Man-Cho So, Nicholas D. Sidiropoulos
2022 A* conf
The Triangle-Densest-K-Subgraph Problem: Hardness, Lovász Extension, and Application to Document Summarization.
AAAI
Aritra Konar, Nicholas D. Sidiropoulos
2022 — conf
Unsupervised Detection via Artificial Dual-Path Transmission.
IEEECONF
Ahmed Hussain, Mohamed Salah Ibrahim, Nicholas D. Sidiropoulos
2021 — conf
Beam Selection for Ultra-Reliable Low-Latency Communication in Industrial Environment with Beamforming Repeaters.
ICC Workshops
Mohamed Salah Ibrahim, Saeed R. Khosravirad, Jakub Mazgula, Harish Viswanathan, Nicholas D. Sidiropoulos
2021 Misc conf
Blind Carbon Copy on Dirty Paper: Seamless Spectrum Underlay via Canonical Correlation Analysis.
ICASSP
Mohamed Salah Ibrahim, Nicholas D. Sidiropoulos
2021 J jnl
Cell-Edge Detection via Selective Cooperation and Generalized Canonical Correlation.
IEEE Trans. Wirel. Commun.
Mohamed Salah Ibrahim, Ahmed S. Zamzam, Aritra Konar, Nicholas D. Sidiropoulos
2021 J jnl
Coupled Graphs and Tensor Factorization for Recommender Systems and Community Detection.
IEEE Trans. Knowl. Data Eng.
Vassilis N. Ioannidis, Ahmed S. Zamzam, Georgios B. Giannakis, Nicholas D. Sidiropoulos
2021 J jnl
Exactness of OPF Relaxation on Three-Phase Radial Networks With Delta Connections.
IEEE Trans. Smart Grid
Fengyu Zhou, Ahmed S. Zamzam, Steven H. Low, Nicholas D. Sidiropoulos
2021 A conf
Exploring the Subgraph Density-Size Trade-off via the Lovaśz Extension.
WSDM
Aritra Konar, Nicholas D. Sidiropoulos
2021 J jnl
Exploring the Subgraph Density-Size Trade-off via the Lovász Extension.
CoRR
Aritra Konar, Nicholas D. Sidiropoulos
2021 J jnl
Generalized Canonical Correlation Analysis: A Subspace Intersection Approach.
IEEE Trans. Signal Process.
Mikael Sørensen, Charilaos I. Kanatsoulis, Nicholas D. Sidiropoulos
2021 J jnl
Information-Theoretic Feature Selection via Tensor Decomposition and Submodularity.
IEEE Trans. Signal Process.
Magda Amiridi, Nikos Kargas, Nicholas D. Sidiropoulos
2021 A* conf
Joint Graph Embedding and Alignment with Spectral Pivot.
KDD
Paris A. Karakasis, Aritra Konar, Nicholas D. Sidiropoulos
2021 J jnl
Low-rank Characteristic Tensor Density Estimation Part II: Compression and Latent Density Estimation.
CoRR
Magda Amiridi, Nikos Kargas, Nicholas D. Sidiropoulos
2021 A* conf
Multi-version Tensor Completion for Time-delayed Spatio-temporal Data.
IJCAI
Cheng Qian, Nikos Kargas, Cao Xiao, Lucas Glass, Nicholas D. Sidiropoulos, Jimeng Sun
2021 J jnl
Multi-version Tensor Completion for Time-delayed Spatio-temporal Data.
CoRR
Cheng Qian, Nikos Kargas, Cao Xiao, Lucas Glass, Nicholas D. Sidiropoulos, Jimeng Sun
2021 J jnl
Prema: Principled Tensor Data Recovery From Multiple Aggregated Views.
IEEE J. Sel. Top. Signal Process.
Faisal M. Almutairi, Charilaos I. Kanatsoulis, Nicholas D. Sidiropoulos
2021 — conf
Robust Probabilistic Simplex Component Analysis.
SSP
Yuening Li, Wing-Kin Ma, Nicholas D. Sidiropoulos
2021 A* conf
STELAR: Spatio-temporal Tensor Factorization with Latent Epidemiological Regularization.
AAAI
Nikos Kargas, Cheng Qian, Nicholas D. Sidiropoulos, Cao Xiao, Lucas M. Glass, Jimeng Sun
2021 — conf
Secure Low-power IoT Uplink Communication via Unsupervised Signal Alignment.
SPAWC
Mohamed Salah Ibrahim, Nicholas D. Sidiropoulos
2021 J jnl
Supervised Learning and Canonical Decomposition of Multivariate Functions.
IEEE Trans. Signal Process.
Nikos Kargas, Nicholas D. Sidiropoulos
2021 A conf
TeX-Graph: Coupled tensor-matrix knowledge-graph embedding for COVID-19 drug repurposing.
SDM
Charilaos I. Kanatsoulis, Nicholas D. Sidiropoulos
2021 J jnl
Uncovering migration systems through spatio-temporal tensor co-clustering.
CoRR
Zack W. Almquist, Tri Duc Nguyen, Mikael Sørensen, Xiao Fu, Nicholas D. Sidiropoulos
2021 A conf
XPL-CF: Explainable Embeddings for Feature-based Collaborative Filtering.
CIKM
Faisal M. Almutairi, Nicholas D. Sidiropoulos, Bo Yang
2021 A* conf
eTREE: Learning Tree-structured Embeddings.
AAAI
Faisal M. Almutairi, Yunlong Wang, Dong Wang, Emily Zhao, Nicholas D. Sidiropoulos
2020 — conf
Delay-locking: Unraveling Multiple Unknown Signals in Unknown Multipath.
SPAWC
Mohamed Salah Ibrahim, Nicholas D. Sidiropoulos
2020 Misc conf
Downlink Channel Feedback for FDD Massive MIMO Systems via Tensor Compression and Sampling.
ACSSC
Mohamed Salah Ibrahim, Charilaos I. Kanatsoulis, Nicholas D. Sidiropoulos
2020 J jnl
Fast Algorithms for Joint Multicast Beamforming and Antenna Selection in Massive MIMO.
IEEE Trans. Signal Process.
Mohamed Salah Ibrahim, Aritra Konar, Nicholas D. Sidiropoulos
2020 J jnl
GAGE: Geometry Preserving Attributed Graph Embeddings.
CoRR
Charilaos I. Kanatsoulis, Nicholas D. Sidiropoulos
2020 J jnl
GRATE: Granular Recovery of Aggregated Tensor Data by Example.
CoRR
Ahmed S. Zamzam, Bo Yang, Nicholas D. Sidiropoulos
2020 J jnl
Generalized Canonical Correlation Analysis: A Subspace Intersection Approach.
CoRR
Mikael Sørensen, Charilaos I. Kanatsoulis, Nicholas D. Sidiropoulos
2020 A conf
Identifying Potential Investors with Data Driven Approaches.
SDM
Bo Yang, Kejun Huang, Nicholas D. Sidiropoulos
2020 J jnl
Information-theoretic Feature Selection via Tensor Decomposition and Submodularity.
CoRR
Magda Amiridi, Nikos Kargas, Nicholas D. Sidiropoulos
2020 J jnl
Learning Nonlinear Mixtures: Identifiability and Algorithm.
IEEE Trans. Signal Process.
Bo Yang, Xiao Fu, Nicholas D. Sidiropoulos, Kejun Huang
2020 J jnl
Low-Rank Tensor Models for Improved Multidimensional MRI: Application to Dynamic Cardiac T
IEEE Trans. Computational Imaging
Burhaneddin Yaman, Sebastian Weingärtner, Nikolaos Kargas, Nicholas D. Sidiropoulos, Mehmet Akçakaya
2020 A* conf
Mining Large Quasi-cliques with Quality Guarantees from Vertex Neighborhoods.
KDD
Aritra Konar, Nicholas D. Sidiropoulos
2020 J jnl
Mining Large Quasi-cliques with Quality Guarantees from Vertex Neighborhoods.
CoRR
Aritra Konar, Nicholas D. Sidiropoulos
2020 J jnl
Multi-Set Low-Rank Factorizations With Shared and Unshared Components.
IEEE Trans. Signal Process.
Mikael Sørensen, Nicholas D. Sidiropoulos
2020 — conf
Multi-subject Resting-State fMRI Data Analysis via Generalized Canonical Correlation Analysis.
EUSIPCO
Paris A. Karakasis, Athanasios P. Liavas, Nicholas D. Sidiropoulos, Panagiotis G. Simos, Efrosyni Papadaki
2020 — conf
Multi-subject Task-related fMRI Data Analysis via Generalized Canonical Correlation Analysis
EMBC
Paris A. Karakasis, Athanasios P. Liavas, Nicholas D. Sidiropoulos, Panagiotis G. Simos, Efrosyni Papadaki
2020 A* conf
Nonlinear System Identification via Tensor Completion.
AAAI
Nikos Kargas, Nicholas D. Sidiropoulos
2020 J jnl
Nonparametric Multivariate Density Estimation: A Low-Rank Characteristic Function Approach.
CoRR
Magda Amiridi, Nikos Kargas, Nicholas D. Sidiropoulos
2020 J jnl
PHASED: Phase-Aware Submodularity-Based Energy Disaggregation.
CoRR
Faisal M. Almutairi, Aritra Konar, Ahmed S. Zamzam, Nicholas D. Sidiropoulos
2020 — conf
Phased: Phase-Aware Submodularity-Based Energy Disaggregation.
NILM@SenSys
Faisal M. Almutairi, Aritra Konar, Ahmed S. Zamzam, Nicholas D. Sidiropoulos
2020 J jnl
Reliable Detection of Unknown Cell-Edge Users Via Canonical Correlation Analysis.
CoRR
Mohamed Salah Ibrahim, Nicholas D. Sidiropoulos
2020 J jnl
Reliable Detection of Unknown Cell-Edge Users via Canonical Correlation Analysis.
IEEE Trans. Wirel. Commun.
Mohamed Salah Ibrahim, Nicholas D. Sidiropoulos
2020 J jnl
STELAR: Spatio-temporal Tensor Factorization with Latent Epidemiological Regularization.
CoRR
Nikos Kargas, Cheng Qian, Nicholas D. Sidiropoulos, Cao Xiao, Lucas M. Glass, Jimeng Sun
2020 A* conf
Soft Graph Matching: Submodular Relaxation and Lovász Extension.
ICDM
Aritra Konar, Nicholas D. Sidiropoulos
2020 Misc conf
Supervised Learning via Ensemble Tensor Completion.
ACSSC
Nikos Kargas, Nicholas D. Sidiropoulos
2020 J jnl
TeX-Graph: Coupled tensor-matrix knowledge-graph embedding for COVID-19 drug repurposing.
CoRR
Charilaos I. Kanatsoulis, Nicholas D. Sidiropoulos
2020 — conf
Tendi: Tensor Disaggregation from Multiple Coarse Views.
PAKDD (2)
Faisal M. Almutairi, Charilaos I. Kanatsoulis, Nicholas D. Sidiropoulos
2020 J jnl
Tensor Completion From Regular Sub-Nyquist Samples.
IEEE Trans. Signal Process.
Charilaos I. Kanatsoulis, Xiao Fu, Nicholas D. Sidiropoulos, Mehmet Akçakaya
2020 J jnl
Topology Identification of Directed Graphs via Joint Diagonalization of Correlation Matrices.
IEEE Trans. Signal Inf. Process. over Networks
Yanning Shen, Xiao Fu, Georgios B. Giannakis, Nicholas D. Sidiropoulos
2020 J jnl
TurboLift: fast accuracy lifting for historical data recovery.
VLDB J.
Fan Yang, Faisal M. Almutairi, Hyun Ah Song, Christos Faloutsos, Nicholas D. Sidiropoulos, Vladimir Zadorozhny
2020 — conf
Weak Target Detection in MIMO Radar via Beamspace Canonical Correlation.
SAM
Mohamed Salah Ibrahim, Nicholas D. Sidiropoulos
2020 J jnl
eTREE: Learning Tree-structured Embeddings.
CoRR
Faisal M. Almutairi, Yunlong Wang, Dong Wang, Emily Zhao, Nicholas D. Sidiropoulos
2019 — conf
A Simple Algebraic Channel Estimation Method for FDD Massive MIMO Systems.
SPAWC
Cheng Qian, Xiao Fu, Nicholas D. Sidiropoulos
2019 J jnl
Amplitude Retrieval for Channel Estimation of MIMO Systems With One-Bit ADCs.
IEEE Signal Process. Lett.
Cheng Qian, Xiao Fu, Nicholas D. Sidiropoulos
2019 J jnl
Anchor-Free Correlated Topic Modeling.
IEEE Trans. Pattern Anal. Mach. Intell.
Xiao Fu, Kejun Huang, Nicholas D. Sidiropoulos, Qingjiang Shi, Mingyi Hong
2019 Misc conf
Canonical Polyadic Decomposition of a Tensor That Has Missing Fibers: A Monomial Factorization Approach.
ICASSP
Mikael Sørensen, Nicholas D. Sidiropoulos, Lieven De Lathauwer
2019 — conf
Cell-edge Interferometry: Reliable Detection of Unknown Cell-edge Users via Canonical Correlation Analysis.
SPAWC
Mohamed Salah Ibrahim, Nicholas D. Sidiropoulos
2019 J jnl
Efficient and Distributed Generalized Canonical Correlation Analysis for Big Multiview Data.
IEEE Trans. Knowl. Data Eng.
Xiao Fu, Kejun Huang, Evangelos E. Papalexakis, Hyun Ah Song, Partha P. Talukdar, Nicholas D. Sidiropoulos, Christos Faloutsos, Tom M. Mitchell
2019 J jnl
Energy Storage Management via Deep Q-Networks.
CoRR
Ahmed S. Zamzam, Bo Yang, Nicholas D. Sidiropoulos
2019 Misc conf
Fast Optimization of Boolean Quadratic Functions via Iterative Submodular Approximation and Max-flow.
ICASSP
Aritra Konar, Nicholas D. Sidiropoulos
2019 Misc conf
From Gene Expression to Drug Response: A Collaborative Filtering Approach.
ICASSP
Cheng Qian, Nicholas D. Sidiropoulos, Magda Amiridi, Amin Emad
2019 J jnl
Guest Editorial Special Issue on Machine Learning in Wireless Communication - Part 2.
IEEE J. Sel. Areas Commun.
David Gesbert, Deniz Gündüz, Paul de Kerret, Chandra R. Murthy, Mihaela van der Schaar, Nicholas D. Sidiropoulos
2019 J jnl
Guest Editorial Special Issue on Machine Learning in Wireless Communication - Part I.
IEEE J. Sel. Areas Commun.
David Gesbert, Deniz Gündüz, Paul de Kerret, Chandra R. Murthy, Mihaela van der Schaar, Nicholas D. Sidiropoulos
2019 A* conf
Iterative Graph Alignment via Supermodular Approximation.
ICDM
Aritra Konar, Nicholas D. Sidiropoulos
2019 — conf
Large-scale Canonical Polyadic Decomposition via Regular Tensor Sampling.
EUSIPCO
Charilaos I. Kanatsoulis, Nicholas D. Sidiropoulos
2019 A conf
Learning Mixtures of Smooth Product Distributions: Identifiability and Algorithm.
AISTATS
Nikos Kargas, Nicholas D. Sidiropoulos
2019 J jnl
Learning Mixtures of Smooth Product Distributions: Identifiability and Algorithm.
CoRR
Nikos Kargas, Nicholas D. Sidiropoulos
2019 J jnl
Learning Nonlinear Mixtures: Identifiability and Algorithm.
CoRR
Bo Yang, Xiao Fu, Nicholas D. Sidiropoulos, Kejun Huang
2019 J jnl
Machine Learning in the Air.
CoRR
Deniz Gündüz, Paul de Kerret, Nicholas D. Sidiropoulos, David Gesbert, Chandra R. Murthy, Mihaela van der Schaar
2019 J jnl
Machine Learning in the Air.
IEEE J. Sel. Areas Commun.
Deniz Gündüz, Paul de Kerret, Nicholas D. Sidiropoulos, David Gesbert, Chandra R. Murthy, Mihaela van der Schaar
2019 J jnl
Nonlinear System Identification via Tensor Completion.
CoRR
Nikolaos Kargas, Nicholas D. Sidiropoulos
2019 J jnl
Nonnegative Matrix Factorization for Signal and Data Analytics: Identifiability, Algorithms, and Applications.
IEEE Signal Process. Mag.
Xiao Fu, Kejun Huang, Nicholas D. Sidiropoulos, Wing-Kin Ma
2019 J jnl
Optimal Water-Power Flow-Problem: Formulation and Distributed Optimal Solution.
IEEE Trans. Control. Netw. Syst.
Ahmed S. Zamzam, Emiliano Dall'Anese, Changhong Zhao, Josh A. Taylor, Nicholas D. Sidiropoulos
2019 J jnl
PREMA: Principled Tensor Data Recovery from Multiple Aggregated Views.
CoRR
Faisal M. Almutairi, Charilaos I. Kanatsoulis, Nicholas D. Sidiropoulos
2019 J jnl
Physics-Aware Neural Networks for Distribution System State Estimation.
CoRR
Ahmed S. Zamzam, Nicholas D. Sidiropoulos
2019 J jnl
REP: Predicting the Time-Course of Drug Sensitivity.
CoRR
Cheng Qian, Amin Emad, Nicholas D. Sidiropoulos
2019 Misc conf
Regular Sampling of Tensor Signals: Theory and Application to FMRI.
ICASSP
Charilaos I. Kanatsoulis, Nicholas D. Sidiropoulos, Mehmet Akçakaya, Xiao Fu
2019 — conf
Statistical Learning Using Hierarchical Modeling of Probability Tensors.
DSW
Magda Amiridi, Nikos Kargas, Nicholas D. Sidiropoulos
2019 J jnl
Structured SUMCOR Multiview Canonical Correlation Analysis for Large-Scale Data.
IEEE Trans. Signal Process.
Charilaos I. Kanatsoulis, Xiao Fu, Nicholas D. Sidiropoulos, Mingyi Hong
2019 Misc conf
Unsupervised Learning of Nonlinear Mixtures: Identifiability and Algorithm.
ACSSC
Bo Yang, Xiao Fu, Nicholas D. Sidiropoulos, Kejun Huang
2018 J jnl
A Simple and Effective Approach for Transmit Antenna Selection in Multiuser Massive MIMO Leveraging Submodularity.
IEEE Trans. Signal Process.
Aritra Konar, Nicholas D. Sidiropoulos
2018 A* conf
Ares: Automatic Disaggregation of Historical Data.
ICDE
Fan Yang, Hyun Ah Song, Zongge Liu, Christos Faloutsos, Vladimir Zadorozhny, Nicholas D. Sidiropoulos
2018 J jnl
Beyond Relaxation and Newton-Raphson: Solving AC OPF for Multi-Phase Systems With Renewables.
IEEE Trans. Smart Grid
Ahmed S. Zamzam, Nicholas D. Sidiropoulos, Emiliano Dall'Anese
2018 J jnl
Coupled Graphs and Tensor Factorization for Recommender Systems and Community Detection.
CoRR
Vassilis N. Ioannidis, Ahmed S. Zamzam, Georgios B. Giannakis, Nicholas D. Sidiropoulos
2018 Misc conf
Fast Projection-Based Solvers for the Non-Convex Quadratically Constrained Feasibility Problem.
ICASSP
Konstantinos Slavakis, Aritra Konar, Nicholas D. Sidiropoulos
2018 J jnl
From Gene Expression to Drug Response: A Collaborative Filtering Approach.
CoRR
Cheng Qian, Nicholas D. Sidiropoulos, Magda Amiridi, Amin Emad
2018 J jnl
HomeRun: Scalable Sparse-Spectrum Reconstruction of Aggregated Historical Data.
Proc. VLDB Endow.
Faisal M. Almutairi, Fan Yang, Hyun Ah Song, Christos Faloutsos, Nicholas D. Sidiropoulos, Vladimir Zadorozhny
2018 Misc conf
Hyperspectral Super-Resolution Via Coupled Tensor Factorization: Identifiability and Algorithms.
ICASSP
Charilaos I. Kanatsoulis, Xiao Fu, Nicholas D. Sidiropoulos, Wing-Kin Ma
2018 J jnl
Hyperspectral Super-Resolution: A Coupled Tensor Factorization Approach.
IEEE Trans. Signal Process.
Charilaos I. Kanatsoulis, Xiao Fu, Nicholas D. Sidiropoulos, Wing-Kin Ma
2018 B conf
Hyperspectral Super-Resolution: Combining Low Rank Tensor and Matrix Structure.
ICIP
Charilaos I. Kanatsoulis, Xiao Fu, Nicholas D. Sidiropoulos, Wing-Kin Ma
2018 Misc conf
Large-Scale Regularized Sumcor GCCA via Penalty-Dual Decomposition.
ICASSP
Charilaos I. Kanatsoulis, Xiao Fu, Nicholas D. Sidiropoulos, Mingyi Hong
2018 A* conf
Learning Hidden Markov Models from Pairwise Co-occurrences with Application to Topic Modeling.
ICML
Kejun Huang, Xiao Fu, Nicholas D. Sidiropoulos
2018 J jnl
Learning Hidden Markov Models from Pairwise Co-occurrences with Applications to Topic Modeling.
CoRR
Kejun Huang, Xiao Fu, Nicholas D. Sidiropoulos
2018 J jnl
Learning to Beamform for Minimum Outage.
IEEE Trans. Signal Process.
Yunmei Shi, Aritra Konar, Nicholas D. Sidiropoulos, Xingpeng Mao, Yongtan Liu
2018 J jnl
Learning to Optimize: Training Deep Neural Networks for Interference Management.
IEEE Trans. Signal Process.
Haoran Sun, Xiangyi Chen, Qingjiang Shi, Mingyi Hong, Xiao Fu, Nicholas D. Sidiropoulos
2018 — conf
Learning-Based Antenna Selection for Multicasting.
SPAWC
Mohamed Salah Ibrahim, Ahmed S. Zamzam, Xiao Fu, Nicholas D. Sidiropoulos
2018 J jnl
Limited Feedback Channel Estimation in Massive MIMO With Non-Uniform Directional Dictionaries.
IEEE Trans. Signal Process.
Panos N. Alevizos, Xiao Fu, Nicholas D. Sidiropoulos, Ye Yang, Aggelos Bletsas
2018 J jnl
MISO Channel Estimation and Tracking from Received Signal Strength Feedback.
IEEE Trans. Signal Process.
Tianyu Qiu, Xiao Fu, Nicholas D. Sidiropoulos, Daniel P. Palomar
2018 — conf
Mirror-Prox SCA Algorithm for Multicast Beamforming and Antenna Selection.
SPAWC
Mohamed Salah Ibrahim, Aritra Konar, Mingyi Hong, Nicholas D. Sidiropoulos
2018 J jnl
Mirror-Prox SCA Algorithm for Multicast Beamforming and Antenna Selection.
CoRR
Mohamed Salah Ibrahim, Aritra Konar, Mingyi Hong, Nicholas D. Sidiropoulos
2018 J jnl
Nesterov-Based Alternating Optimization for Nonnegative Tensor Factorization: Algorithm and Parallel Implementation.
IEEE Trans. Signal Process.
Athanasios P. Liavas, Georgios Kostoulas, Georgios Lourakis, Kejun Huang, Nicholas D. Sidiropoulos
2018 J jnl
Nonnegative Matrix Factorization for Signal and Data Analytics: Identifiability, Algorithms, and Applications.
CoRR
Xiao Fu, Kejun Huang, Nicholas D. Sidiropoulos, Wing-Kin Ma
2018 A* conf
On Convergence of Epanechnikov Mean Shift.
AAAI
Kejun Huang, Xiao Fu, Nicholas D. Sidiropoulos
2018 J jnl
On Identifiability of Nonnegative Matrix Factorization.
IEEE Signal Process. Lett.
Xiao Fu, Kejun Huang, Nicholas D. Sidiropoulos
2018 — conf
Optimal Distributed Energy Storage Management Using Relaxed Dantzig-Wolfe Decomposition.
CDC
Ahmed S. Zamzam, Emiliano Dall'Anese, Nicholas D. Sidiropoulos
2018 A conf
ParaSketch: Parallel Tensor Factorization via Sketching.
SDM
Bo Yang, Ahmed S. Zamzam, Nicholas D. Sidiropoulos
2018 J jnl
Power System State Estimation via Feasible Point Pursuit: Algorithms and Cramér-Rao Bound.
IEEE Trans. Signal Process.
Gang Wang, Ahmed S. Zamzam, Georgios B. Giannakis, Nicholas D. Sidiropoulos
2018 Misc conf
Scalable Energy Disaggregation Via Successive Submodular Approximation.
ICASSP
Faisal M. Almutairi, Aritra Konar, Nicholas D. Sidiropoulos
2018 A conf
Streaming Tensor Factorization for Infinite Data Sources.
SDM
Shaden Smith, Kejun Huang, Nicholas D. Sidiropoulos, George Karypis
2018 J jnl
Structured SUMCOR Multiview Canonical Correlation Analysis for Large-Scale Data.
CoRR
Charilaos I. Kanatsoulis, Xiao Fu, Nicholas D. Sidiropoulos, Mingyi Hong
2018 J jnl
Tensor-Based Channel Estimation for Dual-Polarized Massive MIMO Systems.
IEEE Trans. Signal Process.
Cheng Qian, Xiao Fu, Nicholas D. Sidiropoulos, Ye Yang
2018 Misc conf
Tensor-Based Parameter Estimation of Double Directional Massive Mimo Channel with Dual-Polarized Antennas.
ICASSP
Cheng Qian, Xiao Fu, Nicholas D. Sidiropoulos, Ye Yang
2018 J jnl
Tensors, Learning, and "Kolmogorov Extension" for Finite-Alphabet Random Vectors.
IEEE Trans. Signal Process.
Nikos Kargas, Nicholas D. Sidiropoulos, Xiao Fu
2017 A conf
BrainZoom: High Resolution Reconstruction from Multi-modal Brain Signals.
SDM
Xiao Fu, Kejun Huang, Otilia Stretcu, Hyun Ah Song, Evangelos E. Papalexakis, Partha P. Talukdar, Tom M. Mitchell, Nicholas D. Sidiropoulos, Christos Faloutsos, Barnabás Póczos
2017 Misc conf
Completing a joint PMF from projections: A low-rank coupled tensor factorization approach.
ITA
Nikos Kargas, Nicholas D. Sidiropoulos
2017 J jnl
Completing a joint PMF from projections: a low-rank coupled tensor factorization approach.
CoRR
Nikos Kargas, Nicholas D. Sidiropoulos
2017 J jnl
Context-Aware Recommendation-Based Learning Analytics Using Tensor and Coupled Matrix Factorization.
IEEE J. Sel. Top. Signal Process.
Faisal M. Almutairi, Nicholas D. Sidiropoulos, George Karypis
2017 — conf
Decentralized power system state estimation via non-convex multi-agent optimization.
GlobalSIP
Aritra Konar, Ahmed S. Zamzam, Nicholas D. Sidiropoulos
2017 Misc conf
Directed network topology inference via sparse joint diagonalization.
ACSSC
Yanning Shen, Xiao Fu, Georgios B. Giannakis, Nicholas D. Sidiropoulos
2017 — conf
Distributed optimal power flow using feasible point pursuit.
CAMSAP
Ahmed S. Zamzam, Xiao Fu, Emiliano Dall'Anese, Nicholas D. Sidiropoulos
2017 J jnl
Fast Approximation Algorithms for a Class of Non-convex QCQP Problems Using First-Order Methods.
IEEE Trans. Signal Process.
Aritra Konar, Nicholas D. Sidiropoulos
2017 J jnl
Fast Unit-Modulus Least Squares With Applications in Beamforming.
IEEE Trans. Signal Process.
John Tranter, Nicholas D. Sidiropoulos, Xiao Fu, Ananthram Swami
2017 Misc conf
Fast feasibility pursuit for non-convex QCQPS via first-order methods.
ICASSP
Aritra Konar, Nicholas D. Sidiropoulos
2017 — conf
GB-R: A Fast and Effective Gray-Box Reconstruction of Cascade Time-Series.
ICDM Workshops
Hyun Ah Song, Fan Yang, Zongge Liu, Wilbert Van Panhuis, Nicholas D. Sidiropoulos, Christos Faloutsos, Vladimir Zadorozhny
2017 Misc conf
Greed is good: Leveraging submodularity for antenna selection in Massive MIMO.
ACSSC
Aritra Konar, Nicholas D. Sidiropoulos
2017 A conf
H-Fuse: Efficient Fusion of Aggregated Historical Data.
SDM
Zongge Liu, Hyun Ah Song, Vladimir Zadorozhny, Christos Faloutsos, Nicholas D. Sidiropoulos
2017 J jnl
Inexact Alternating Optimization for Phase Retrieval in the Presence of Outliers.
IEEE Trans. Signal Process.
Cheng Qian, Xiao Fu, Nicholas D. Sidiropoulos, Lei Huang, Junhao Xie
2017 J jnl
Kullback-Leibler Principal Component for Tensors is not NP-hard.
CoRR
Kejun Huang, Nicholas D. Sidiropoulos
2017 Misc conf
Kullback-Leibler principal component for tensors is not NP-hard.
ACSSC
Kejun Huang, Nicholas D. Sidiropoulos
2017 J jnl
Learning From Hidden Traits: Joint Factor Analysis and Latent Clustering.
IEEE Trans. Signal Process.
Bo Yang, Xiao Fu, Nicholas D. Sidiropoulos
2017 J jnl
Limited Feedback Channel Estimation in Massive MIMO with Non-uniform Directional Dictionaries.
CoRR
Panos N. Alevizos, Xiao Fu, Nicholas D. Sidiropoulos, Ye Yang, Aggelos Bletsas
2017 — conf
Locally Low-Rank tensor regularization for high-resolution quantitative dynamic MRI.
CAMSAP
Burhaneddin Yaman, Sebastian Weingärtner, Nikolaos Kargas, Nicholas D. Sidiropoulos, Mehmet Akçakaya
2017 Misc conf
Nesterov-based parallel algorithm for large-scale nonnegative tensor factorization.
ICASSP
Athanasios P. Liavas, Georgios Kostoulas, Georgios Lourakis, Kejun Huang, Nicholas D. Sidiropoulos
2017 Misc conf
Non-convex consensus ADMM for satellite precoder design.
ICASSP
Miguel Ángel Vázquez, Aritra Konar, Luis Blanco, Nicholas D. Sidiropoulos, Ana I. Pérez-Neira
2017 B conf
Non-uniform directional dictionary-based limited feedback for massive MIMO systems.
WiOpt
Panos N. Alevizos, Xiao Fu, Nicholas D. Sidiropoulos, Ye Yang, Aggelos Bletsas
2017 J jnl
On Convergence of Epanechnikov Mean Shift.
CoRR
Kejun Huang, Xiao Fu, Nicholas D. Sidiropoulos
2017 J jnl
On Identifiability of Nonnegative Matrix Factorization.
CoRR
Xiao Fu, Kejun Huang, Nicholas D. Sidiropoulos
2017 J jnl
Power System State Estimation via Feasible Point Pursuit: Algorithms and Cramer-Rao Bound.
CoRR
Gang Wang, Ahmed S. Zamzam, Georgios B. Giannakis, Nicholas D. Sidiropoulos
2017 J jnl
Scalable and Flexible Multiview MAX-VAR Canonical Correlation Analysis.
IEEE Trans. Signal Process.
Xiao Fu, Kejun Huang, Mingyi Hong, Nicholas D. Sidiropoulos, Anthony Man-Cho So
2017 Misc conf
Scalable and flexible Max-Var generalized canonical correlation analysis via alternating optimization.
ICASSP
Xiao Fu, Kejun Huang, Mingyi Hong, Nicholas D. Sidiropoulos, Anthony Man-Cho So
2017 J jnl
Tensor Decomposition for Signal Processing and Machine Learning.
IEEE Trans. Signal Process.
Nicholas D. Sidiropoulos, Lieven De Lathauwer, Xiao Fu, Kejun Huang, Evangelos E. Papalexakis, Christos Faloutsos
2017 J jnl
Tensors for Data Mining and Data Fusion: Models, Applications, and Scalable Algorithms.
ACM Trans. Intell. Syst. Technol.
Evangelos E. Papalexakis, Christos Faloutsos, Nicholas D. Sidiropoulos
2017 J jnl
Tensors, Learning, and 'Kolmogorov Extension' for Finite-alphabet Random Vectors.
CoRR
Nikos Kargas, Nicholas D. Sidiropoulos, Xiao Fu
2017 A* conf
Towards K-means-friendly Spaces: Simultaneous Deep Learning and Clustering.
ICML
Bo Yang, Xiao Fu, Nicholas D. Sidiropoulos, Mingyi Hong
2017 — conf
Transmit beamforming for minimum outage via stochastic approximation.
CAMSAP
Yunmei Shi, Aritra Konar, Nicholas D. Sidiropoulos, Xingpeng Mao, Yongtan Liu
2016 J jnl
A Flexible and Efficient Algorithmic Framework for Constrained Matrix and Tensor Factorization.
IEEE Trans. Signal Process.
Kejun Huang, Nicholas D. Sidiropoulos, Athanasios P. Liavas
2016 — conf
A fast approximation algorithm for single-group multicast beamforming with large antenna arrays.
SPAWC
Aritra Konar, Nicholas D. Sidiropoulos
2016 J jnl
Anchor-Free Correlated Topic Modeling: Identifiability and Algorithm.
CoRR
Kejun Huang, Xiao Fu, Nicholas D. Sidiropoulos
2016 J jnl
Consensus-ADMM for General Quadratically Constrained Quadratic Programming.
IEEE Trans. Signal Process.
Kejun Huang, Nicholas D. Sidiropoulos
2016 Misc conf
Coupled graph tensor factorization.
ACSSC
Ahmed S. Zamzam, Vassilis N. Ioannidis, Nicholas D. Sidiropoulos
2016 A* conf
Efficient and Distributed Algorithms for Large-Scale Generalized Canonical Correlations Analysis.
ICDM
Xiao Fu, Kejun Huang, Evangelos E. Papalexakis, Hyun Ah Song, Partha Pratim Talukdar, Nicholas D. Sidiropoulos, Christos Faloutsos, Tom M. Mitchell
2016 J jnl
Enhanced PUMA for Direction-of-Arrival Estimation and Its Performance Analysis.
IEEE Trans. Signal Process.
Cheng Qian, Lei Huang, Nicholas D. Sidiropoulos, Hing-Cheung So
2016 — conf
Fast unit-modulus least squares with applications in transmit beamforming.
EUSIPCO
John H. Tranter, Nicholas D. Sidiropoulos, Xiao Fu, Ananthram Swami
2016 J jnl
Inexact Alternating Optimization for Phase Retrieval In the Presence of Outliers.
CoRR
Cheng Qian, Xiao Fu, Nicholas D. Sidiropoulos, Lei Huang, Junhao Xie
2016 — conf
Inexact alternating optimization for phase retrieval with outliers.
EUSIPCO
Cheng Qian, Xiao Fu, Nicholas D. Sidiropoulos, Lei Huang
2016 J jnl
Learning From Hidden Traits: Joint Factor Analysis and Latent Clustering.
CoRR
Bo Yang, Xiao Fu, Nicholas D. Sidiropoulos
2016 Misc conf
Least squares phase retrieval using feasible point pursuit.
ICASSP
Cheng Qian, Nicholas D. Sidiropoulos, Kejun Huang, Lei Huang, Hing-Cheung So
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
Parametric Frugal Sensing for Autoregressive and Autoregressive Moving Average Power Spectra.
IEEE Trans. Signal Process.
Aritra Konar, Nicholas D. Sidiropoulos
2016 Misc conf
Parametric Frugal sensing of autoregressive power spectra.
ICASSP
Aritra Konar, Nicholas D. Sidiropoulos
2016 J jnl
Phase Retrieval Using Feasible Point Pursuit: Algorithms and Cramér-Rao Bound.
IEEE Trans. Signal Process.
Cheng Qian, Nicholas D. Sidiropoulos, Kejun Huang, Lei Huang, Hing-Cheung So
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 J jnl
Power Spectra Separation via Structured Matrix Factorization.
IEEE Trans. Signal Process.
Xiao Fu, Nicholas D. Sidiropoulos, Wing-Kin Ma
2016 — conf
Power system state estimation via feasible point pursuit.
GlobalSIP
Gang Wang, Ahmed S. Zamzam, Georgios B. Giannakis, Nicholas D. Sidiropoulos
2016 J jnl
Robust Volume Minimization-Based Matrix Factorization for Remote Sensing and Document Clustering.
IEEE Trans. Signal Process.
Xiao Fu, Kejun Huang, Bo Yang, Wing-Kin Ma, Nicholas D. Sidiropoulos
2016 Misc conf
Robust volume minimization-based matrix factorization via alternating optimization.
ICASSP
Xiao Fu, Wing-Kin Ma, Kejun Huang, Nicholas D. Sidiropoulos
2016 J jnl
Tensor Decomposition for Signal Processing and Machine Learning.
CoRR
Nicholas D. Sidiropoulos, Lieven De Lathauwer, Xiao Fu, Kejun Huang, Evangelos E. Papalexakis, Christos Faloutsos
2016 Misc conf
Tensor completion via group-sparse regularization.
ACSSC
Bo Yang, Gang Wang, Nicholas D. Sidiropoulos
2016 J jnl
Towards K-means-friendly Spaces: Simultaneous Deep Learning and Clustering.
CoRR
Bo Yang, Xiao Fu, Nicholas D. Sidiropoulos, Mingyi Hong
2016 J jnl
Turbo-SMT: Parallel coupled sparse matrix-Tensor factorizations and applications.
Stat. Anal. Data Min.
Evangelos E. Papalexakis, Tom M. Mitchell, Nicholas D. Sidiropoulos, Christos Faloutsos, Partha Pratim Talukdar, Brian Murphy
2015 J jnl
A Factor Analysis Framework for Power Spectra Separation and Multiple Emitter Localization.
IEEE Trans. Signal Process.
Xiao Fu, Nicholas D. Sidiropoulos, John H. Tranter, Wing-Kin Ma
2015 J jnl
A Flexible and Efficient Algorithmic Framework for Constrained Matrix and Tensor Factorization.
CoRR
Kejun Huang, Nicholas D. Sidiropoulos, Athanasios P. Liavas
2015 Misc conf
Adaptive multicast beamforming: Guaranteed convergence and state-of-art performance at low complexity.
ICASSP
Balasubramanian Gopalakrishnan, Nicholas D. Sidiropoulos
2015 J jnl
Blind Separation of Quasi-Stationary Sources: Exploiting Convex Geometry in Covariance Domain.
IEEE Trans. Signal Process.
Xiao Fu, Wing-Kin Ma, Kejun Huang, Nicholas D. Sidiropoulos
2015 J jnl
Cognitive Transmit Beamforming From Binary CSIT.
IEEE Trans. Wirel. Commun.
Balasubramanian Gopalakrishnan, Nicholas D. Sidiropoulos
2015 Misc conf
Distributed compression and maximum likelihood reconstruction of finite autocorrelation sequences.
ACSSC
Aritra Konar, Nicholas D. Sidiropoulos
2015 — conf
Efficient algorithms for 'universally' constrained matrix and tensor factorization.
EUSIPCO
Kejun Huang, Nicholas D. Sidiropoulos, Athanasios P. Liavas
2015 J jnl
Feasible Point Pursuit and Successive Approximation of Non-Convex QCQPs.
IEEE Signal Process. Lett.
Omar Mehanna, Kejun Huang, Balasubramanian Gopalakrishnan, Aritra Konar, Nicholas D. Sidiropoulos
2015 J jnl
Hidden Convexity in QCQP with Toeplitz-Hermitian Quadratics.
IEEE Signal Process. Lett.
Aritra Konar, Nicholas D. Sidiropoulos
2015 J jnl
High Performance Adaptive Algorithms for Single-Group Multicast Beamforming.
IEEE Trans. Signal Process.
Balasubramanian Gopalakrishnan, Nicholas D. Sidiropoulos
2015 — conf
Interference alignment via Feasible Point Pursuit.
SPAWC
Aritra Konar, Ruoyu Sun, Nicholas D. Sidiropoulos, Zhi-Quan Luo
2015 J jnl
Joint Tensor Factorization and Outlying Slab Suppression With Applications.
IEEE Trans. Signal Process.
Xiao Fu, Kejun Huang, Wing-Kin Ma, Nicholas D. Sidiropoulos, Rasmus Bro
2015 — conf
Joint factor analysis and latent clustering.
CAMSAP
Bo Yang, Xiao Fu, Nicholas D. Sidiropoulos
2015 Misc conf
Max-min feasible point pursuit for non-convex QCQP.
ACSSC
Charilaos I. Kanatsoulis, Nicholas D. Sidiropoulos
2015 J jnl
Maximum Likelihood Passive and Active Sensing of Wideband Power Spectra From Few Bits.
IEEE Trans. Signal Process.
Omar Mehanna, Nicholas D. Sidiropoulos
2015 J jnl
ParCube: Sparse Parallelizable CANDECOMP-PARAFAC Tensor Decomposition.
ACM Trans. Knowl. Discov. Data
Evangelos E. Papalexakis, Christos Faloutsos, Nicholas D. Sidiropoulos
2015 J jnl
Parallel Algorithms for Constrained Tensor Factorization via Alternating Direction Method of Multipliers.
IEEE Trans. Signal Process.
Athanasios P. Liavas, Nicholas D. Sidiropoulos
2015 Misc conf
Parallel algorithms for large scale constrained tensor decomposition.
ICASSP
Athanasios P. Liavas, Nicholas D. Sidiropoulos
2015 J jnl
Parametric Frugal Sensing of Power Spectra for Moving Average Models.
IEEE Trans. Signal Process.
Aritra Konar, Nicholas D. Sidiropoulos, Omar Mehanna
2015 Misc conf
Parametric frugal sensing of Moving Average power spectra.
ICASSP
Aritra Konar, Nicholas D. Sidiropoulos
2015 J jnl
Phase Retrieval Using Feasible Point Pursuit: Algorithms and Cramér-Rao Bound.
CoRR
Cheng Qian, Nicholas D. Sidiropoulos, Kejun Huang, Lei Huang, Hing-Cheung So
2015 A conf
Principled Neuro-Functional Connectivity Discovery.
SDM
Kejun Huang, Nicholas D. Sidiropoulos, Evangelos E. Papalexakis, Christos Faloutsos, Partha Pratim Talukdar, Tom M. Mitchell
2015 A conf
SPLATT: Efficient and Parallel Sparse Tensor-Matrix Multiplication.
IPDPS
Shaden Smith, Niranjay Ravindran, Nicholas D. Sidiropoulos, George Karypis
2015 J jnl
Signal Processing and Optimization Tools for Conference Review and Session Assignment.
IEEE Signal Process. Mag.
Nicholas D. Sidiropoulos, Efthymios Tsakonas
2015 J jnl
Unitary PUMA Algorithm for Estimating the Frequency of a Complex Sinusoid.
IEEE Trans. Signal Process.
Cheng Qian, Lei Huang, Hing-Cheung So, Nicholas D. Sidiropoulos, Junhao Xie
2014 Misc conf
Blind spectra separation and direction finding for cognitive radio using temporal correlation-domain ESPRIT.
ICASSP
Xiao Fu, Nicholas D. Sidiropoulos, Wing-Kin Ma, John Tranter
2014 J jnl
Channel Tracking and Transmit Beamforming With Frugal Feedback.
IEEE Trans. Signal Process.
Omar Mehanna, Nicholas D. Sidiropoulos
2014 Misc conf
Cognitive transmit beamforming from binary link quality feedback for point to point MISO channels.
ICASSP
Balasubramanian Gopalakrishnan, Nicholas D. Sidiropoulos
2014 J jnl
Convergence of the Huber Regression M-Estimate in the Presence of Dense Outliers.
IEEE Signal Process. Lett.
Efthymios Tsakonas, Joakim Jaldén, Nicholas D. Sidiropoulos, Björn E. Ottersten
2014 Misc conf
Frugal channel tracking for transmit beamforming.
ACSSC
Omar Mehanna, Nicholas D. Sidiropoulos
2014 J jnl
Good-Enough Brain Model: Challenges, Algorithms, and Discoveries in Multisubject Experiments.
Big Data
Evangelos E. Papalexakis, Alona Fyshe, Nicholas D. Sidiropoulos, Partha Pratim Talukdar, Tom M. Mitchell, Christos Faloutsos
2014 A* conf
Good-enough brain model: challenges, algorithms and discoveries in multi-subject experiments.
KDD
Evangelos E. Papalexakis, Alona Fyshe, Nicholas D. Sidiropoulos, Partha Pratim Talukdar, Tom M. Mitchell, Christos Faloutsos
2014 Misc conf
Memory-efficient parallel computation of tensor and matrix products for big tensor decomposition.
ACSSC
Niranjay Ravindran, Nicholas D. Sidiropoulos, Shaden Smith, George Karypis
2014 J jnl
Non-Negative Matrix Factorization Revisited: Uniqueness and Algorithm for Symmetric Decomposition.
IEEE Trans. Signal Process.
Kejun Huang, Nicholas D. Sidiropoulos, Ananthram Swami
2014 J jnl
Parallel Algorithms for Constrained Tensor Factorization via the Alternating Direction Method of Multipliers.
CoRR
Athanasios P. Liavas, Nicholas D. Sidiropoulos
2014 J jnl
Parallel Randomly Compressed Cubes : A scalable distributed architecture for big tensor decomposition.
IEEE Signal Process. Mag.
Nicholas D. Sidiropoulos, Evangelos E. Papalexakis, Christos Faloutsos
2014 — conf
Tensor-based power spectra separation and emitter localization for cognitive radio.
SAM
Xiao Fu, Nicholas D. Sidiropoulos, Wing-Kin Ma
2014 A conf
Turbo-SMT: Accelerating Coupled Sparse Matrix-Tensor Factorizations by 200x.
SDM
Evangelos E. Papalexakis, Christos Faloutsos, Tom M. Mitchell, Partha Pratim Talukdar, Nicholas D. Sidiropoulos, Brian Murphy
2013 Misc conf
Adaptive thresholding for distributed power spectrum sensing.
ICASSP
Omar Mehanna, Nicholas D. Sidiropoulos
2013 Misc conf
Connections between sparse estimation and robust statistical learning.
ICASSP
Efthymios Tsakonas, Joakim Jaldén, Nicholas D. Sidiropoulos, Björn E. Ottersten
2013 J jnl
From K -Means to Higher-Way Co-Clustering: Multilinear Decomposition With Sparse Latent Factors.
IEEE Trans. Signal Process.
Evangelos E. Papalexakis, Nicholas D. Sidiropoulos, Rasmus Bro
2013 J jnl
Frugal Sensing: Wideband Power Spectrum Sensing From Few Bits.
IEEE Trans. Signal Process.
Omar Mehanna, Nicholas D. Sidiropoulos
2013 J jnl
Joint Back-Pressure Power Control and Interference Cancellation in Wireless Multi-Hop Networks.
IEEE Trans. Wirel. Commun.
Balasubramanian Gopalakrishnan, Nicholas D. Sidiropoulos
2013 J jnl
Joint Multicast Beamforming and Antenna Selection.
IEEE Trans. Signal Process.
Omar Mehanna, Nicholas D. Sidiropoulos, Georgios B. Giannakis
2013 J jnl
Large Scale Tensor Decompositions: Algorithmic Developments and Applications.
IEEE Data Eng. Bull.
Evangelos E. Papalexakis, U Kang, Christos Faloutsos, Nicholas D. Sidiropoulos, Abhay Harpale
2013 — conf
Model-based power spectrum sensing from a few bits.
EUSIPCO
Omar Mehanna, Nicholas D. Sidiropoulos, Efthymios Tsakonas
2013 J jnl
Scoup-SMT: Scalable Coupled Sparse Matrix-Tensor Factorization
CoRR
Evangelos E. Papalexakis, Tom M. Mitchell, Nicholas D. Sidiropoulos, Christos Faloutsos, Partha Pratim Talukdar, Brian Murphy
2013 J jnl
Sparse Conjoint Analysis Through Maximum Likelihood Estimation.
IEEE Trans. Signal Process.
Efthymios Tsakonas, Joakim Jaldén, Nicholas D. Sidiropoulos, Björn E. Ottersten
2013 J jnl
Sparse Parametric Models for Robust Nonstationary Signal Analysis: Leveraging the Power of Sparse Regression.
IEEE Signal Process. Mag.
Daniele Angelosante, Georgios B. Giannakis, Nicholas D. Sidiropoulos
2013 J jnl
Special issue on Advances in Sensor Array Processing in memory of Alex B. Gershman.
Signal Process.
Marius Pesavento, Yuri I. Abramovich, Fulvio Gini, Nicholas D. Sidiropoulos, Abdelhak M. Zoubir
2012 J jnl
Convex Approximation Algorithms for Back-Pressure Power Control.
IEEE Trans. Signal Process.
Evaggelia Matskani, Nicholas D. Sidiropoulos, Leandros Tassiulas
2012 — conf
Joint back-pressure power control and interference cancellation in wireless multi-hop networks.
EUSIPCO
Balasubramanian Gopalakrishnan, Nicholas D. Sidiropoulos
2012 — conf
Maximum likelihood based sparse and distributed conjoint analysis.
SSP
Efthymios Tsakonas, Joakim Jaldén, Nicholas D. Sidiropoulos, Björn E. Ottersten
2012 J jnl
Multi-Way Compressed Sensing for Sparse Low-Rank Tensors.
IEEE Signal Process. Lett.
Nicholas D. Sidiropoulos, Anastasios Kyrillidis
2012 — conf
Multicast beamforming with antenna selection.
SPAWC
Omar Mehanna, Nicholas D. Sidiropoulos, Georgios B. Giannakis
2012 — conf
ParCube: Sparse Parallelizable Tensor Decompositions.
ECML/PKDD (1)
Evangelos E. Papalexakis, Christos Faloutsos, Nicholas D. Sidiropoulos
2011 Misc conf
Co-clustering as multilinear decomposition with sparse latent factors.
ICASSP
Evangelos E. Papalexakis, Nicholas D. Sidiropoulos
2011 J jnl
Joint Power and Admission Control for Ad-Hoc and Cognitive Underlay Networks: Convex Approximation and Distributed Implementation.
IEEE Trans. Wirel. Commun.
Ioannis Mitliagkas, Nicholas D. Sidiropoulos, Ananthram Swami
2010 J jnl
Batch and Adaptive PARAFAC-Based Blind Separation of Convolutive Speech Mixtures.
IEEE Trans. Speech Audio Process.
Dimitri Nion, Kleanthis N. Mokios, Nicholas D. Sidiropoulos, Alexandros Potamianos
2010 J jnl
Convex Optimization-Based Beamforming.
IEEE Signal Process. Mag.
Alex B. Gershman, Nicholas D. Sidiropoulos, Shahram Shahbazpanahi, Mats Bengtsson, Björn E. Ottersten
2010 Misc conf
Distributed joint power and admission control for ad-hoc and cognitive underlay networks.
ICASSP
Ioannis Mitliagkas, Nicholas D. Sidiropoulos, Ananthram Swami
2010 J jnl
Estimating multiple frequency-hopping signal parameters via sparse linear regression.
IEEE Trans. Signal Process.
Daniele Angelosante, Georgios B. Giannakis, Nicholas D. Sidiropoulos
2010 Misc conf
Multiple frequency-hopping signal estimation via sparse regression.
ICASSP
Daniele Angelosante, Georgios B. Giannakis, Nicholas D. Sidiropoulos
2010 J jnl
Multiple-antenna multicasting using channel orthogonalization and local refinement.
IEEE Trans. Signal Process.
Ahmed Abdelkader, Alex B. Gershman, Nicholas D. Sidiropoulos
2010 — conf
Reviewer Profiling Using Sparse Matrix Regression.
ICDM Workshops
Evangelos E. Papalexakis, Nicholas D. Sidiropoulos, Minos N. Garofalakis
2010 Misc conf
Sparsity-cognizant overlapping co-clustering for behavior inference in social networks.
ICASSP
Hao Zhu, Gonzalo Mateos, Georgios B. Giannakis, Nicholas D. Sidiropoulos, Arindam Banerjee
2010 J jnl
Tensor algebra and multidimensional harmonic retrieval in signal processing for MIMO radar.
IEEE Trans. Signal Process.
Dimitri Nion, Nicholas D. Sidiropoulos
2009 Misc conf
A PARAFAC-based technique for detection and localization of multiple targets in a MIMO radar system.
ICASSP
Dimitri Nion, Nicholas D. Sidiropoulos
2009 J jnl
Adaptive algorithms to track the PARAFAC decomposition of a third-order tensor.
IEEE Trans. Signal Process.
Dimitri Nion, Nicholas D. Sidiropoulos
2009 J jnl
Efficient batch and adaptive approximation algorithms for joint multicast beamforming and admission control.
IEEE Trans. Signal Process.
Evaggelia Matskani, Nicholas D. Sidiropoulos, Zhi-Quan Luo, Leandros Tassiulas
2009 J jnl
On multicast beamforming for minimum outage.
IEEE Trans. Wirel. Commun.
Vassilis Ntranos, Nicholas D. Sidiropoulos, Leandros Tassiulas
2009 J jnl
Spectrum sharing in wireless networks via QoS-aware secondary multicast beamforming.
IEEE Trans. Signal Process.
Khoa Tran Phan, Sergiy A. Vorobyov, Nicholas D. Sidiropoulos, Chintha Tellambura
2009 J jnl
Stochastic modeling and particle filtering algorithms for tracking a frequency-hopped signal.
IEEE Trans. Signal Process.
Alexandros Valyrakis, Efthimios E. Tsakonas, Nicholas D. Sidiropoulos, Ananthram Swami
2009 Misc conf
Transmit beamforming for wireless multicasting using channel orthogonalization and local refinement.
ICASSP
Ahmed Abdelkader, Imran Wajid, Alex B. Gershman, Nicholas D. Sidiropoulos
2008 J jnl
Convex approximation techniques for joint multiuser downlink beamforming and admission control.
IEEE Trans. Wirel. Commun.
Evaggelia Matskani, Nicholas D. Sidiropoulos, Zhi-Quan Luo, Leandros Tassiulas
2008 Misc conf
Fixed point error analysis of linear multichannel precoding for VDSL.
ICASSP
Amir Leshem, Eitan Sayag, Nicholas D. Sidiropoulos
2008 Misc conf
On multicast beamforming and admission control for UMTS-LTE.
ICASSP
Evaggelia Matskani, Nicholas D. Sidiropoulos, Leandros Tassiulas
2008 Misc conf
On the effectiveness of PARAFAC-based estimation for blind speech separation.
ICASSP
Kleanthis N. Mokios, Alexandros Potamianos, Nicholas D. Sidiropoulos
2008 J jnl
Optimal Particle Filters for Tracking a Time-Varying Harmonic or Chirp Signal.
IEEE Trans. Signal Process.
Efthimios E. Tsakonas, Nicholas D. Sidiropoulos, Ananthram Swami
2007 J jnl
Approximation Bounds for Quadratic Optimization with Homogeneous Quadratic Constraints.
SIAM J. Optim.
Zhi-Quan Luo, Nicholas D. Sidiropoulos, Paul Tseng, Shuzhong Zhang
2007 — conf
Distributed Routing Algorithms for Wireless Multihop Networks.
ICASSP (3)
Alejandro Ribeiro, Georgios B. Giannakis, Nicholas D. Sidiropoulos
2007 J jnl
Far-Field Multicast Beamforming for Uniform Linear Antenna Arrays.
IEEE Trans. Signal Process.
Eleftherios Karipidis, Nicholas D. Sidiropoulos, Zhi-Quan Luo
2007 — conf
Joint Multiuser Downlink Beamforming and Admission Control: A Semidefinite Relaxation Approach.
ICASSP (3)
Evaggelia Matskani, Nicholas D. Sidiropoulos, Zhi-Quan Luo, Leandros Tassiulas
2006 J jnl
A Semidefinite Relaxation Approach to MIMO Detection for High-Order QAM Constellations.
IEEE Signal Process. Lett.
Nicholas D. Sidiropoulos, Zhi-Quan Luo
2006 — conf
Blind Speech Separation Using Parafac Analysis and Integer Least Squares.
ICASSP (5)
Kleanthis N. Mokios, Nicholas D. Sidiropoulos, Alexandros Potamianos
2006 — conf
Convex Transmit Beamforming for Downlink Multicasting to Multiple Co-Channel Groups.
ICASSP (5)
Eleftherios Karipidis, Nicholas D. Sidiropoulos, Zhi-Quan Luo
2006 J jnl
Crosstalk Models for Short VDSL2 Lines from Measured 30 MHz Data.
EURASIP J. Adv. Signal Process.
Eleftherios Karipidis, Nicholas D. Sidiropoulos, Amir Leshem, Youming Li, Rabah Tarafi, Meryem Ouzzif
2006 — conf
Tracking a Frequency Hopped Signal Using Particle Filtering.
ICASSP (3)
Nicholas D. Sidiropoulos, Ananthram Swami, Alexandros Valyrakis
2005 J jnl
Blind spatial signature estimation via time-varying user power loading and parallel factor analysis.
IEEE Trans. Signal Process.
Yue Rong, Sergiy A. Vorobyov, Alex B. Gershman, Nicholas D. Sidiropoulos
2005 J jnl
Experimental evaluation of capacity statistics for short VDSL loops.
IEEE Trans. Commun.
Eleftherios Karipidis, Nicholas D. Sidiropoulos, Amir Leshem, Youming Li
2005 J jnl
Joint hop timing and frequency estimation for collision resolution in FH networks.
IEEE Trans. Wirel. Commun.
Xiangqian Liu, Nicholas D. Sidiropoulos, Ananthram Swami
2005 J jnl
On downlink beamforming with greedy user selection: performance analysis and a simple new algorithm.
IEEE Trans. Signal Process.
Goran Dimic, Nicholas D. Sidiropoulos
2005 J jnl
Quasi-ML period estimation from incomplete timing data.
IEEE Trans. Signal Process.
Nicholas D. Sidiropoulos, Ananthram Swami, Brian M. Sadler
2005 J jnl
Robust iterative fitting of multilinear models.
IEEE Trans. Signal Process.
Sergiy A. Vorobyov, Yue Rong, Nicholas D. Sidiropoulos, Alex B. Gershman
2004 J jnl
Blind Identification of Out-of-Cell Users in DS-CDMA.
EURASIP J. Adv. Signal Process.
Tao Jiang, Nicholas D. Sidiropoulos
2004 — conf
Low-complexity downlink beamforming for maximum sum capacity.
ICASSP (4)
Goran Dimic, Nicholas D. Sidiropoulos
2004 J jnl
Medium access control - physical cross-layer design.
IEEE Signal Process. Mag.
Goran Dimic, Nicholas D. Sidiropoulos, Ruifeng Zhang
2004 — conf
On 3D harmonic retrieval for wireless channel sounding.
ICASSP (2)
Kleanthis N. Mokios, Nicholas D. Sidiropoulos, Marius Pesavento, Christoph F. Mecklenbräuker
2004 — conf
Robust iterative fitting of multilinear models based on linear programming.
ICASSP (2)
Sergiy A. Vorobyov, Yue Rong, Nicholas D. Sidiropoulos, Alex B. Gershman
2003 — conf
Code-blind reception of frequency hopped signals over multipath fading channels.
ICASSP (4)
Xiangqian Liu, Nicholas D. Sidiropoulos, Ananthram Swami
2003 — conf
Frequency-hopped network diversity multiple access for semi-ad-hoc wireless networks.
ICASSP (4)
Goran Dimic, Nicholas D. Sidiropoulos
2003 J jnl
Kalman filtering for power estimation in mobile communications.
IEEE Trans. Wirel. Commun.
Tao Jiang, Nicholas D. Sidiropoulos, Georgios B. Giannakis
2003 J jnl
Wireless networks with retransmission diversity access mechanisms: stable throughput and delay properties.
IEEE Trans. Signal Process.
Goran Dimic, Nicholas D. Sidiropoulos, Leandros Tassiulas
2002 J jnl
Almost sure identifiability of constant modulus multidimensional harmonic retrieval.
IEEE Trans. Signal Process.
Xiangqian Liu, Nicholas D. Sidiropoulos
2002 J jnl
Blind high-resolution localization and tracking of multiple frequency hopped signals.
IEEE Trans. Signal Process.
Xiangqian Liu, Nicholas D. Sidiropoulos, Ananthram Swami
2002 Misc conf
Blind identification of out-of-cell users in DS-CDMA: An algebraic approach.
ICASSP
Tao Jiang, Nicholas D. Sidiropoulos
2002 J jnl
Collision resolution in packet radio networks using rotational invariance techniques.
IEEE Trans. Commun.
Ruifeng Zhang, Nicholas D. Sidiropoulos, Michail K. Tsatsanis
2002 J jnl
Khatri-Rao space-time codes.
IEEE Trans. Signal Process.
Nicholas D. Sidiropoulos, Ramakrishna S. Budampati
2002 Misc conf
On constant modulus multidimensional harmonic retrieval.
ICASSP
Xiangqian Liu, Nicholas D. Sidiropoulos
2002 Misc conf
Stability analysis of collision resolution protocols with retransmission diversity.
ICASSP
Goran Dimic, Nicholas D. Sidiropoulos
2001 Misc conf
Almost sure identifiability of multidimensional harmonic retrieval.
ICASSP
Tao Jiang, Nicholas D. Sidiropoulos, Jos M. F. ten Berge
2001 J jnl
Blind multiuser detection in W-CDMA systems with large delay spread.
IEEE Signal Process. Lett.
Nicholas D. Sidiropoulos, Goran Dimic
2001 J jnl
Generalizing Carathéodory's uniqueness of harmonic parameterization to N dimensions.
IEEE Trans. Inf. Theory
Nicholas D. Sidiropoulos
2001 J jnl
Multidimensional orthogonal FM transforms.
IEEE Trans. Image Process.
Marios S. Pattichis, Alan C. Bovik, John W. Havlicek, Nicholas D. Sidiropoulos
2000 J jnl
Blind PARAFAC receivers for DS-CDMA systems.
IEEE Trans. Signal Process.
Nicholas D. Sidiropoulos, Georgios B. Giannakis, Rasmus Bro
2000 J jnl
Blind digital signal separation using successive interference cancellation iterative least squares.
IEEE Trans. Signal Process.
Tao Li, Nicholas D. Sidiropoulos
2000 — conf
Identifiability conditions for deterministic blind beamforming in the presence of incoherent multipath with small delay spread.
EUSIPCO
Nicholas D. Sidiropoulos, Xiangqian Liu
2000 Misc conf
On communication diversity for blind identifiability and the uniqueness of low-rank decomposition of N-way arrays.
ICASSP
Nicholas D. Sidiropoulos, Rasmus Bro
2000 — conf
On the Representation of Wideband Images Using Permutations for Lossless Coding.
SSIAI
Marios S. Pattichis, Alan C. Bovik, John W. Havlicek, Nicholas D. Sidiropoulos
2000 Misc conf
Parafac methods for blind beamforming: multilinear ALS performance and CRB.
ICASSP
Xiangqian Liu, Nicholas D. Sidiropoulos
2000 J jnl
Parallel factor analysis in sensor array processing.
IEEE Trans. Signal Process.
Nicholas D. Sidiropoulos, Rasmus Bro, Georgios B. Giannakis
2000 Misc conf
Performance analysis of a random access packet radio system with joint network-spatial diversity.
ICASSP
Ruifeng Zhang, Michail K. Tsatsanis, Nicholas D. Sidiropoulos
1999 Misc conf
Blind separation of linear mixtures of digital signals using successive interference cancellation iterative least squares.
ICASSP
Tao Li, Nicholas D. Sidiropoulos
1999 J jnl
On the tractability of estimating the germ process of certain germ-grain random set models and related problems.
Pattern Recognit.
Nicholas D. Sidiropoulos
1998 Misc conf
COPERM: transform-domain energy compaction by optimal permutation.
ICASSP
Nicholas D. Sidiropoulos, Marios S. Pattichis, Alan C. Bovik, John W. Havlicek
1998 — conf
Optimal Adaptive Scalar Quantization and Image Compression.
ICIP (2)
Nicholas D. Sidiropoulos
1997 J jnl
Fast digital locally monotonic regression.
IEEE Trans. Signal Process.
Nicholas D. Sidiropoulos
1996 J jnl
The Viterbi optimal runlength-constrained approximation nonlinear filter.
IEEE Trans. Signal Process.
Nicholas D. Sidiropoulos
1994 J jnl
Optimal filtering of digital binary images corrupted by union/intersection noise.
IEEE Trans. Image Process.
Nicholas D. Sidiropoulos, John S. Baras, Carlos Alberto Berenstein
1992 — —
Statistical Inference, Filtering, and Modeling of Discrete Random Sets.
Nicholas D. Sidiropoulos