Yonina C. Eldar - researchr alias

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Viewing Publication 1 - 100 from 591

2023

Edge Learning for B5G Networks With Distributed Signal Processing: Semantic Communication, Edge Computing, and Wireless SensingWei Xu 0001, Zhaohui Yang 0001, Derrick Wing Kwan Ng, Marco Levorato, Yonina C. Eldar, Mérouane Debbah. jstsp, 17(1):9-39, January 2023. [doi]

Guest Editorial Distributed Signal Processing for Edge Learning in B5G IoT NetworksWei Xu 0001, Derrick Wing Kwan Ng, Marco Levorato, Yonina C. Eldar, Mérouane Debbah. jstsp, 17(1):3-8, January 2023. [doi]

Tensor Robust Principal Component Analysis From Multilevel Quantized ObservationsJianjun Wang 0003, Jingyao Hou, Yonina C. Eldar. TIT, 69(1):383-406, 2023. [doi]

Design and Analysis of Hardware-Limited Non-Uniform Task-Based QuantizersNeil Irwin Bernardo, Jingge Zhu, Yonina C. Eldar, Jamie S. Evans. tsp, 71:1551-1562, 2023. [doi]

Guest Editorial Communication-Efficient Distributed Learning Over NetworksXuanyu Cao, Tamer Basar, Suhas N. Diggavi, Yonina C. Eldar, Khaled B. Letaief, H. Vincent Poor, Junshan Zhang. jsac, 41(4):845-850, April 2023. [doi]

Communication-Efficient Distributed Learning: An OverviewXuanyu Cao, Tamer Basar, Suhas N. Diggavi, Yonina C. Eldar, Khaled B. Letaief, H. Vincent Poor, Junshan Zhang. jsac, 41(4):851-873, April 2023. [doi]

Interception Probability Versus Capacity in Wideband Systems: The Benefits of Peaky SignalingDiana Cristina González, Claudio Ferreira Dias, Eduardo Rodrigues de Lima, Yonina C. Eldar, Muriel Médard, Michel Daoud Yacoub. access, 11:24986-24994, 2023. [doi]

Physics-Embedded Machine Learning for Electromagnetic Data Imaging: Examining three types of data-driven imaging methodsRui Guo, Tianyao Huang, Maokun Li, Haiyang Zhang, Yonina C. Eldar. spm, 40(2):18-31, March 2023. [doi]

RDA: An Accelerated Collision Free Motion Planner for Autonomous Navigation in Cluttered EnvironmentsRuihua Han, Shuai Wang 0004, Shuaijun Wang, Zeqing Zhang, Qianru Zhang, Yonina C. Eldar, Qi Hao, Jia Pan. ral, 8(3):1715-1722, March 2023. [doi]

Graph Signal Sampling Under Stochastic PriorsJunya Hara, Yuichi Tanaka 0001, Yonina C. Eldar. tsp, 71:1421-1434, 2023. [doi]

Model-Based Deep LearningNir Shlezinger, Jay Whang, Yonina C. Eldar, Alexandros G. Dimakis. pieee, 111(5):465-499, May 2023. [doi]

Collaborative Sensing in Perceptive Mobile Networks: Opportunities and ChallengesLei Xie, Shenghui Song 0001, Yonina C. Eldar, Khaled B. Letaief. wc, 30(1):16-23, February 2023. [doi]

High-Order Cumulants Based Sparse Array Design Via Fractal Geometries - Part I: Structures and DOFsZixiang Yang, Qing Shen, Wei Liu 0001, Yonina C. Eldar, Wei Cui 0001. tsp, 71:327-342, 2023. [doi]

High-Order Cumulants Based Sparse Array Design Via Fractal Geometries - Part II: Robustness and Mutual CouplingZixiang Yang, Qing Shen, Wei Liu 0001, Yonina C. Eldar, Wei Cui 0001. tsp, 71:343-357, 2023. [doi]

6G Wireless Communications: From Far-Field Beam Steering to Near-Field Beam FocusingHaiyang Zhang, Nir Shlezinger, Francesco Guidi, Davide Dardari, Yonina C. Eldar. cm, 61(4):72-77, April 2023. [doi]

Channel Estimation With Hybrid Reconfigurable Intelligent MetasurfacesHaiyang Zhang, Nir Shlezinger, George C. Alexandropoulos, Avner Shultzman, Idban Alamzadeh, Mohammadreza F. Imani, Yonina C. Eldar. tcom, 71(4):2441-2456, April 2023. [doi]

2022

Cramér-Rao Bound Optimization for Joint Radar-Communication BeamformingFan Liu 0005, Ya-Feng Liu, Ang Li 0003, Christos Masouros, Yonina C. Eldar. tsp, 70:240-253, 2022. [doi]

Guest Editorial Special Issue on Integrated Sensing and Communication - Part IIFan Liu 0005, Christos Masouros, Jie Xu 0002, Tony Xiao Han, Aboulnasr Hassanien, Yonina C. Eldar, Stefano Buzzi. jsac, 40(7):2007-2010, 2022. [doi]

Guest Editorial Special Issue on Integrated Sensing and Communication - Part IFan Liu 0005, Christos Masouros, Jie Xu 0002, Tony Xiao Han, Aboulnasr Hassanien, Yonina C. Eldar, Stefano Buzzi. jsac, 40(6):1723-1727, 2022. [doi]

Integrated Sensing and Communications: Toward Dual-Functional Wireless Networks for 6G and BeyondFan Liu 0005, Yuanhao Cui, Christos Masouros, Jie Xu 0002, Tony Xiao Han, Yonina C. Eldar, Stefano Buzzi. jsac, 40(6):1728-1767, 2022. [doi]

Residual Recovery Algorithm for Modulo SamplingEyar Azar, Satish Mulleti, Yonina C. Eldar. icassp 2022: 5722-5726 [doi]

Recovery of Noisy Pooled Tests via Learned Factor Graphs with Application to COVID-19 TestingEyal Fishel Ben-Knaan, Yonina C. Eldar, Nir Shlezinger. icassp 2022: 4518-4522 [doi]

Capacity Bounds for One-Bit MIMO Gaussian Channels With Analog CombiningNeil Irwin Bernardo, Jingge Zhu, Yonina C. Eldar, Jamie S. Evans. tcom, 70(11):7224-7239, 2022. [doi]

Deep Proximal Unfolding For Image Recovery from Under-Sampled Channel Data in Intravascular UltrasoundNishith Chennakeshava, Tristan S. W. Stevens, Frederik J. de Bruijn, Andrew Hancock, Martin Pekar, Yonina C. Eldar, Massimo Mischi, Ruud J. G. van Sloun. icassp 2022: 1221-1225 [doi]

Neural Greedy Pursuit for Feature SelectionSandipan Das, Alireza M. Javid, Prakash Borpatra Gohain, Yonina C. Eldar, Saikat Chatterjee. ijcnn 2022: 1-7 [doi]

Learning Minimum Variance Unbiased EstimatorsTzvi Diskin, Yonina C. Eldar, Ami Wiesel. ieeesam 2022: 166-170 [doi]

Integrating Domain Knowledge Into Deep Networks for Lung Ultrasound With Applications to COVID-19Oz 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. tmi, 41(3):571-581, 2022. [doi]

CoBAAF: Controlled Bayesian Air Aggregation Federated Learning from Heterogeneous DataTomer Gafni, Kobi Cohen, Yonina C. Eldar. allerton 2022: 1-4 [doi]

Federated Learning: A signal processing perspectiveTomer Gafni, Nir Shlezinger, Kobi Cohen, Yonina C. Eldar, H. Vincent Poor. spm, 39(3):14-41, 2022. [doi]

Two-Timescale End-to-End Learning for Channel Acquisition and Hybrid PrecodingQiyu Hu, Yunlong Cai, Kai Kang, Guanding Yu, Jakob Hoydis, Yonina C. Eldar. jsac, 40(1):163-181, 2022. [doi]

Image Restoration by Deep Projected GSUREShady Abu Hussein, Tom Tirer, Se Young Chun, Yonina C. Eldar, Raja Giryes. wacv 2022: 91-100 [doi]

Mixed-Timescale Deep-Unfolding for Joint Channel Estimation and Hybrid BeamformingKai Kang, Qiyu Hu, Yunlong Cai, Guanding Yu, Jakob Hoydis, Yonina C. Eldar. jsac, 40(9):2510-2528, 2022. [doi]

Joint Channel Estimation and Hybrid Beamforming via Deep-UnfoldingKai Kang, Qiyu Hu, Yunlong Cai, Guanding Yu, Jakob Hoydis, Yonina C. Eldar. eusipco 2022: 658-662 [doi]

MIMO Networks With One-Bit ADCs: Receiver Design and Communication StrategiesAbbas Khalili, Farhad Shirani 0001, Elza Erkip, Yonina C. Eldar. tcom, 70(3):1580-1594, 2022. [doi]

Uncertainty in Data-Driven Kalman Filtering for Partially Known State-Space ModelsItzik Klein, Guy Revach, Nir Shlezinger, Jonas E. Mehr, Ruud J. G. van Sloun, Yonina C. Eldar. icassp 2022: 3194-3198 [doi]

Bayesian Estimation of Graph SignalsAriel Kroizer, Tirza Routtenberg, Yonina C. Eldar. tsp, 70:2207-2223, 2022. [doi]

Graph Signal Compression by Joint Quantization and SamplingPei Li, Nir Shlezinger, Haiyang Zhang, Baoyun Wang, Yonina C. Eldar. tsp, 70:4512-4527, 2022. [doi]

Extended Successive Convex Approximation for Phase Retrieval With Dictionary LearningTianyi Liu, Andreas M. Tillmann, Yang Yang 0033, Yonina C. Eldar, Marius Pesavento. tsp, 70:6300-6315, 2022. [doi]

Transmit Beamforming with Fixed Covariance for Integrated MIMO Radar and Multiuser CommunicationsXiang Liu, Tianyao Huang, Yimin Liu, Yonina C. Eldar. icassp 2022: 8732-8736 [doi]

Deep Learning Based Successive Interference Cancellation for the Non-Orthogonal DownlinkThien Van Luong, Nir Shlezinger, Chao Xu 0005, Tiep Minh Hoang, Yonina C. Eldar, Lajos Hanzo. tvt, 71(11):11876-11888, 2022. [doi]

Multimodal Unrolled Robust PCA for Background Foreground SeparationSpencer A. Markowitz, Corey Snyder, Yonina C. Eldar, Minh N. Do. TIP, 31:3553-3564, 2022. [doi]

Optimizing Federated Averaging over Fading ChannelsYujia Mu, Cong Shen, Yonina C. Eldar. isit 2022: 1277-1281 [doi]

Learning to Sample for Sparse SignalsSatish Mulleti, Haiyang Zhang, Yonina C. Eldar. icassp 2022: 3363-3367 [doi]

FRI-TEM: Time Encoding Sampling of Finite-Rate-of-Innovation SignalsHila Naaman, Satish Mulleti, Yonina C. Eldar. tsp, 70:2267-2279, 2022. [doi]

Uniqueness and Robustness of Tem-Based FRI SamplingHila Naaman, Satish Mulleti, Yonina C. Eldar. isit 2022: 2631-2636 [doi]

Graph Signal Restoration Using Nested Deep Algorithm UnrollingMasatoshi Nagahama, Koki Yamada, Yuichi Tanaka 0001, Stanley H. Chan, Yonina C. Eldar. tsp, 70:3296-3311, 2022. [doi]

Deep Unfolding for Non-Negative Matrix Factorization with Application to Mutational Signature AnalysisRami Nasser, Yonina C. Eldar, Roded Sharan. jcb, 29(1):45-55, 2022. [doi]

On the Acquisition of Stationary Signals Using Uniform ADCSPeter Neuhaus, Nir Shlezinger, Meik Dörpinghaus, Yonina C. Eldar, Gerhard P. Fettweis. icassp 2022: 5518-5522 [doi]

RTSNet: Deep Learning Aided Kalman SmoothingXiaoyong Ni, Guy Revach, Nir Shlezinger, Ruud J. G. van Sloun, Yonina C. Eldar. icassp 2022: 5902-5906 [doi]

STAR-RIS Integrated Nonorthogonal Multiple Access and Over-the-Air Federated Learning: Framework, Analysis, and OptimizationWanli Ni, Yuanwei Liu, Yonina C. Eldar, Zhaohui Yang 0001, Hui Tian 0003. iotj, 9(18):17136-17156, 2022. [doi]

SemiFL: Semi-Federated Learning Empowered by Simultaneously Transmitting and Reflecting Reconfigurable Intelligent SurfaceWanli Ni, Yuanwei Liu, Hui Tian 0003, Yonina C. Eldar, Kaibin Huang. icc 2022: 5104-5109 [doi]

BiTAT: Neural Network Binarization with Task-Dependent Aggregated TransformationGeon Park, Jaehong Yoon, Haiyang Zhang, Xing Zhang 0005, Sung Ju Hwang, Yonina C. Eldar. eccv 2023: 50-66 [doi]

Optimization Guarantees for ISTA and ADMM Based Unfolded NetworksWei Pu, Yonina C. Eldar, Miguel R. D. Rodrigues. icassp 2022: 8687-8691 [doi]

KalmanNet: Neural Network Aided Kalman Filtering for Partially Known DynamicsGuy Revach, Nir Shlezinger, Xiaoyong Ni, Adrià López Escoriza, Ruud J. G. van Sloun, Yonina C. Eldar. tsp, 70:1532-1547, 2022. [doi]

Unsupervised Learned Kalman FilteringGuy Revach, Nir Shlezinger, Timur Locher, Xiaoyong Ni, Ruud J. G. van Sloun, Yonina C. Eldar. eusipco 2022: 1571-1575 [doi]

Deep Unrolled Recovery in Sparse Biological Imaging: Achieving fast, accurate resultsYair Ben Sahel, John P. Bryan, Brian Cleary, Samouil L. Farhi, Yonina C. Eldar. spm, 39(2):45-57, 2022. [doi]

Theoretical Perspectives on Deep Learning Methods in Inverse ProblemsJonathan Scarlett, Reinhard Heckel, Miguel R. D. Rodrigues, Paul Hand, Yonina C. Eldar. jsait, 3(3):433-453, September 2022. [doi]

Editorial: Intelligent Signal Analysis for Contagious Virus DiseasesBjörn W. Schuller, Yonina C. Eldar, Maja Pantic, Shrikanth Narayanan, Tuomas Virtanen, Jianhua Tao. jstsp, 16(2):159-163, 2022. [doi]

Model-Based Deep Learning: On the Intersection of Deep Learning and OptimizationNir Shlezinger, Yonina C. Eldar, Stephen P. Boyd. access, 10:115384-115398, 2022. [doi]

Learned Factor Graphs for Inference From Stationary Time SequencesNir Shlezinger, Nariman Farsad, Yonina C. Eldar, Andrea J. Goldsmith. tsp, 70:366-380, 2022. [doi]

Deep Task-Based Analog-to-Digital ConversionNir Shlezinger, Ariel Amar, Ben Luijten, Ruud J. G. van Sloun, Yonina C. Eldar. tsp, 70:6021-6034, 2022. [doi]

Nonlinear Waveform Inversion for Quantitative UltrasoundAvner Shultzman, Yonina C. Eldar. tci, 8:893-904, 2022. [doi]

Intelligent Reflecting Surface Enabled Sensing: Cramér-Rao Lower Bound optimizationXianxin Song, Jie Xu 0002, Fan Liu 0005, Tony Xiao Han, Yonina C. Eldar. globecom 2022: 413-418 [doi]

Community Inference From Partially Observed Graph Signals: Algorithms and AnalysisHoi-To Wai, Yonina C. Eldar, Asuman E. Ozdaglar, Anna Scaglione. tsp, 70:2136-2151, 2022. [doi]

Deep Unfolding With Normalizing Flow Priors for Inverse ProblemsXinyi Wei, Hans Van Gorp, Lizeth Gonzalez-Carabarin, Daniel Freedman, Yonina C. Eldar, Ruud J. G. van Sloun. tsp, 70:2962-2971, 2022. [doi]

Image Denoising with Deep Unfolding And Normalizing FlowsXinyi Wei, Hans Van Gorp, Lizeth Gonzalez-Carabarin, Daniel Freedman, Yonina C. Eldar, Ruud J. G. van Sloun. icassp 2022: 1551-1555 [doi]

A Sequence-Based Compressed Sensing Receiver for Impulsive Frequency Shift KeyingKathleen Yang, Diana Cristina González, Yonina C. Eldar, Muriel Médard. spawc 2022: 1-5 [doi]

Beam Focusing for Near-Field Multiuser MIMO CommunicationsHaiyang Zhang, Nir Shlezinger, Francesco Guidi, Davide Dardari, Mohammadreza F. Imani, Yonina C. Eldar. TWC, 21(9):7476-7490, 2022. [doi]

Near-Field Wireless Power Transfer for 6G Internet of Everything Mobile Networks: Opportunities and ChallengesHaiyang Zhang, Nir Shlezinger, Francesco Guidi, Davide Dardari, Mohammadreza F. Imani, Yonina C. Eldar. cm, 60(3):12-18, 2022. [doi]

Near-Field Wireless Power Transfer with Dynamic Metasurface AntennasHaiyang Zhang, Nir Shlezinger, Francesco Guidi, Davide Dardari, Mohammadreza F. Imani, Yonina C. Eldar. spawc 2022: 1-5 [doi]

Spiking Sparse Recovery With Non-Convex PenaltiesXiang Zhang, Lei Yu 0006, Gang Zheng 0002, Yonina C. Eldar. tsp, 70:6272-6285, 2022. [doi]

Power-Efficient Hybrid MIMO Receiver with Task-Specific Beamforming using Low-Resolution ADCsTimur Zirtiloglu, Nir Shlezinger, Yonina C. Eldar, Rabia Tugce Yazicigil. icassp 2022: 5338-5342 [doi]

2021

Deep Tomographic Image Reconstruction: Yesterday, Today, and Tomorrow - Editorial for the 2nd Special Issue "Machine Learning for Image Reconstruction"Ge Wang 0001, Mathews Jacob, Xuanqin Mou, Yongyi Shi, Yonina C. Eldar. tmi, 40(11):2956-2964, 2021. [doi]

Sparse Recovery Of Imaging Transcriptomics DataJohn P. Bryan, Brian Cleary, Samouil L. Farhi, Yonina C. Eldar. isbi 2021: 802-806 [doi]

Graph Signal Denoising Via Unrolling NetworksSiheng Chen, Yonina C. Eldar. icassp 2021: 5290-5294 [doi]

A Wasserstein Minimax Framework for Mixed Linear RegressionTheo Diamandis, Yonina C. Eldar, Alireza Fallah 0001, Farzan Farnia, Asuman E. Ozdaglar. icml 2021: 2697-2706 [doi]

Structured LISTA for Multidimensional Harmonic RetrievalRong Fu, Yimin Liu, Tianyao Huang, Yonina C. Eldar. tsp, 69:3459-3472, 2021. [doi]

Massive MIMO as an Extreme Learning MachineDawei Gao, Qinghua Guo 0001, Yonina C. Eldar. tvt, 70(1):1046-1050, 2021. [doi]

LoRD-Net: Unfolded Deep Detection Network With Low-Resolution ReceiversShahin Khobahi, Nir Shlezinger, Mojtaba Soltanalian, Yonina C. Eldar. tsp, 69:5651-5664, 2021. [doi]

Model-Inspired Deep Detection with Low-Resolution ReceiversShahin Khobahi, Nir Shlezinger, Mojtaba Soltanalian, Yonina C. Eldar. isit 2021: 3349-3354 [doi]

FlowStep3D: Model Unrolling for Self-Supervised Scene Flow EstimationYair Kittenplon, Yonina C. Eldar, Dan Raviv. cvpr 2021: 4114-4123 [doi]

Reconstruction of FRI Signals using Autoencoders with Fixed DecodersVincent C. H. Leung, Jun-Jie Huang 0001, Yonina C. Eldar, Pier Luigi Dragotti. eusipco 2021: 1496-1500 [doi]

Phase Transitions in Frequency Agile Radar Using Compressed SensingYuhan Li, Tianyao Huang, Xingyu Xu, Yimin Liu, Lei Wang, Yonina C. Eldar. tsp, 69:4801-4818, 2021. [doi]

A Parallel Algorithm for Phase Retrieval with Dictionary LearningTianyi Liu, Andreas M. Tillmann, Yang Yang 0033, Yonina C. Eldar, Marius Pesavento. icassp 2021: 5619-5623 [doi]

Unitary Approximate Message Passing for Sparse Bayesian LearningMan Luo, Qinghua Guo 0001, Ming Jin 0001, Yonina C. Eldar, Defeng Huang, Xiangming Meng. tsp, 69:6023-6039, 2021. [doi]

Spatial Modulation for Joint Radar-Communications Systems: Design, Analysis, and Hardware PrototypeDingyou Ma, Nir Shlezinger, Tianyao Huang, Yariv Shavit, Moshe Namer, Yimin Liu, Yonina C. Eldar. tvt, 70(3):2283-2298, 2021. [doi]

FRaC: FMCW-Based Joint Radar-Communications System Via Index ModulationDingyou Ma, Nir Shlezinger, Tianyao Huang, Yimin Liu, Yonina C. Eldar. jstsp, 15(6):1348-1364, 2021. [doi]

Bit Constrained Communication Receivers In Joint Radar Communications SystemsDingyou Ma, Nir Shlezinger, Tianyao Huang, Yimin Liu, Yonina C. Eldar. icassp 2021: 8243-8247 [doi]

Algorithm Unrolling: Interpretable, Efficient Deep Learning for Signal and Image ProcessingVishal Monga, Yuelong Li, Yonina C. Eldar. spm, 38(2):18-44, 2021. [doi]

Sub-NYQUIST Multichannel Blind DeconvolutionSatish Mulleti, Kiryung Lee, Yonina C. Eldar. icassp 2021: 5454-5458 [doi]

Graph Signal Denoising Using Nested-Structured Deep Algorithm UnrollingMasatoshi Nagahama, Koki Yamada, Yuichi Tanaka 0001, Stanley H. Chan, Yonina C. Eldar. icassp 2021: 5280-5284 [doi]

Deep Networks for Direction-of-Arrival Estimation in Low SNRGeorgios K. Papageorgiou, Mathini Sellathurai, Yonina C. Eldar. tsp, 69:3714-3729, 2021. [doi]

Transmit Precoding for Dual-Function Radar-Communication SystemsJacob Pritzker, James Ward, Yonina C. Eldar. acssc 2021: 1065-1070 [doi]

Over-the-Air Federated Learning From Heterogeneous DataTomer Sery, Nir Shlezinger, Kobi Cohen, Yonina C. Eldar. tsp, 69:3796-3811, 2021. [doi]

Deep Task-Based QuantizationNir Shlezinger, Yonina C. Eldar. entropy, 23(1):104, 2021. [doi]

DeepSIC: Deep Soft Interference Cancellation for Multiuser MIMO DetectionNir Shlezinger, Rong Fu, Yonina C. Eldar. TWC, 20(2):1349-1362, 2021. [doi]

Phase-Space Function Recovery for Moving Target Imaging in SAR by Convex OptimizationSean Thammakhoune, Bariscan Yonel, Eric Mason, Birsen Yazici, Yonina C. Eldar. tci, 7:1018-1030, 2021. [doi]

Unfolding Neural Networks for Compressive Multichannel Blind DeconvolutionBahareh Tolooshams, Satish Mulleti, Demba E. Ba, Yonina C. Eldar. icassp 2021: 2890-2894 [doi]

Super-Resolution Ultrasound Localization Microscopy Through Deep LearningRuud J. G. van Sloun, Oren Solomon, Matthew Bruce, Zin Z. Khaing, Hessel Wijkstra, Yonina C. Eldar, Massimo Mischi. tmi, 40(3):829-839, 2021. [doi]

BiLiMO: Bit-Limited MIMO Radar via Task-Based QuantizationFeng Xi, Nir Shlezinger, Yonina C. Eldar. tsp, 69:6267-6282, 2021. [doi]

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