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Viewing Publication 1 - 100 from 160

2024

2023

Unsupervised Deep-Learning for Distributed Clock Synchronization in Wireless NetworksEmeka Abakasanga, Nir Shlezinger, Ron Dabora. tvt, 72(9):12234-12247, September 2023. [doi]

Deep Unfolded Superposition Coding Optimization for Two-Hop NOMA MANETsTomer Alter, Nir Shlezinger. milcom 2023: 286-291 [doi]

Learned Kalman Filtering in Latent Space with High-Dimensional DataItay Buchnik, Damiano Steger, Guy Revach, Ruud J. G. van Sloun, Tirza Routtenberg, Nir Shlezinger. icassp 2023: 1-5 [doi]

Generating Artistic Images Via Few-Shot Style TransferItay Buchnik, Or Berebi, Tammy Riklin-Raviv, Nir Shlezinger. icassp 2023: 1-5 [doi]

LQGNET: Hybrid Model-Based and Data-Driven Linear Quadratic Stochastic ControlSolomon Goldgraber Casspi, Oliver Hüsser, Guy Revach, Nir Shlezinger. icassp 2023: 1-5 [doi]

Integrated Sensing and Communications With Reconfigurable Intelligent Surfaces: From signal modeling to processingSundeep Prabhakar Chepuri, Nir Shlezinger, Fan Liu 0005, George C. Alexandropoulos, Stefano Buzzi, Yonina C. Eldar. spm, 40(6):41-62, September 2023. [doi]

Split-KalmanNet: A Robust Model-Based Deep Learning Approach for State EstimationGeon Choi, JeongHun Park, Nir Shlezinger, Yonina C. Eldar, Namyoon Lee. tvt, 72(9):12326-12331, September 2023. [doi]

Generative Versus Discriminative Data-Driven Graph Filtering of Random Graph SignalsLital Dabush, Nir Shlezinger, Tirza Routtenberg. ciss 2023: 1-6 [doi]

Kalmanbot: Kalmannet-Aided Bollinger Bands for Pairs TradingHaoran Deng, Guy Revach, Hai Morgenstern, Nir Shlezinger. icassp 2023: 1-5 [doi]

PhysFad: Physics-Based End-to-End Channel Modeling of RIS-Parametrized Environments With Adjustable FadingRashid Faqiri, Chloé Saigre-Tardif, George C. Alexandropoulos, Nir Shlezinger, Mohammadreza F. Imani, Philipp del Hougne. TWC, 22(1):580-595, 2023. [doi]

Anomaly Search Over Discrete Composite Hypotheses in Hierarchical Statistical ModelsTomer Gafni, Benjamin Wolff, Guy Revach, Nir Shlezinger, Kobi Cohen. tsp, 71:202-217, 2023. [doi]

Joint Microstrip Selection and Beamforming Design for MmWave Systems with Dynamic Metasurface AntennasWei Huang, Haiyang Zhang, Nir Shlezinger, Yonina C. Eldar. icassp 2023: 1-5 [doi]

Joint Privacy Enhancement and Quantization in Federated LearningNatalie Lang, Elad Sofer, Tomer Shaked, Nir Shlezinger. tsp, 71:295-310, 2023. [doi]

CPA: Compressed Private Aggregation for Scalable Federated Learning Over Massive NetworksNatalie Lang, Elad Sofer, Nir Shlezinger, Rafael G. L. D'Oliveira, Salim El Rouayheb. icassp 2023: 1-5 [doi]

Learn to Rapidly and Robustly Optimize Hybrid PrecodingOrtal Lavi, Nir Shlezinger. tcom, 71(10):5814-5830, October 2023. [doi]

Hierarchical Filtering With Online Learned Priors for ECG DenoisingTimur Locher, Guy Revach, Nir Shlezinger, Ruud J. G. van Sloun, Rik Vullings. icassp 2023: 1-5 [doi]

Learning Multi-Rate Vector Quantization for Remote Deep InferenceMay Malka, Shai Ginzach, Nir Shlezinger. icassp 2023: 1-5 [doi]

Deep Unfolding Hybrid Beamforming Designs for THz Massive MIMO SystemsNhan Thanh Nguyen, Mengyuan Ma, Ortal Lavi, Nir Shlezinger, Yonina C. Eldar, A. Lee Swindlehurst, Markku J. Juntti. tsp, 71:3788-3804, 2023. [doi]

Multiuser MIMO Wideband Joint Communications and Sensing System With Subcarrier AllocationNhan Thanh Nguyen, Nir Shlezinger, Yonina C. Eldar, Markku J. Juntti. tsp, 71:2997-3013, 2023. [doi]

Fast Deep Unfolded Hybrid Beamforming in Multiuser Large MIMO SystemsNhan Thanh Nguyen, Ly Van Nguyen, Nir Shlezinger, A. Lee Swindlehurst, Markku J. Juntti. acssc 2023: 486-490 [doi]

Deep Unfolding-Enabled Hybrid Beamforming Design for mmWave Massive MIMO SystemsNhan Thanh Nguyen, Mengyuan Ma, Nir Shlezinger, Yonina C. Eldar, A. Lee Swindlehurst, Markku J. Juntti. icassp 2023: 1-5 [doi]

Joint Communications and Sensing Design for Multi-Carrier MIMO SystemsNhan Thanh Nguyen, Nir Shlezinger, Khac-Hoang Ngo, Van-Dinh Nguyen, Markku J. Juntti. gacm 2023: 110-114 [doi]

Distributed Admm with Limited Communications Via Deep UnfoldingYoav Noah, Nir Shlezinger. icassp 2023: 1-5 [doi]

Data Augmentation for Deep ReceiversTomer Raviv, Nir Shlezinger. TWC, 22(11):8259-8274, November 2023. [doi]

Online Meta-Learning for Hybrid Model-Based Deep ReceiversTomer Raviv, Sangwoo Park, Osvaldo Simeone, Yonina C. Eldar, Nir Shlezinger. TWC, 22(10):6415-6431, October 2023. [doi]

Modular Model-Based Bayesian Learning for Uncertainty-Aware and Reliable Deep MIMO ReceiversTomer Raviv, Sangwoo Park, Osvaldo Simeone, Nir Shlezinger. icc 2023: 1032-1037 [doi]

RTSNet: Learning to Smooth in Partially Known State-Space ModelsGuy Revach, Xiaoyong Ni, Nir Shlezinger, Ruud J. G. van Sloun, Yonina C. Eldar. tsp, 71:4441-4456, 2023. [doi]

Extended Kalman Filter for Graph Signals in Nonlinear Dynamic SystemsGuy Sagi, Nir Shlezinger, Tirza Routtenberg. icassp 2023: 1-5 [doi]

MICAL: Mutual Information-Based CNN-Aided Learned Factor Graphs for Seizure Detection From EEG SignalsBahareh Salafian, Eyal Fishel Ben-Knaan, Nir Shlezinger, Sandrine de Ribaupierre, Nariman Farsad. access, 11:23085-23096, 2023. [doi]

Discriminative and Generative Learning for the Linear Estimation of Random Signals [Lecture Notes]Nir Shlezinger, Tirza Routtenberg. spm, 40(6):75-82, September 2023. [doi]

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

Model-Based Deep LearningNir Shlezinger, Yonina C. Eldar. ftsig, 17(4):291-416, 2023. [doi]

Deep Root Music Algorithm for Data-Driven Doa EstimationDor H. Shmuel, Julian P. Merkofer, Guy Revach, Ruud J. G. van Sloun, Nir Shlezinger. icassp 2023: 1-5 [doi]

On the Interpretable Adversarial Sensitivity of Iterative OptimizersElad Sofer, Nir Shlezinger. mlsp 2023: 1-6 [doi]

Outlier-Insensitive Kalman Filtering Using NUV PriorsShunit Truzman, Guy Revach, Nir Shlezinger, Itzik Klein. icassp 2023: 1-5 [doi]

Near-field Localization with Dynamic Metasurface AntennasQianyu Yang, Anna Guerra, Francesco Guidi, Nir Shlezinger, Haiyang Zhang, Davide Dardari, Baoyun Wang, Yonina C. Eldar. icassp 2023: 1-5 [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]

Task-Specific Low-Power Beamforming MIMO Receiver Using 2-Bit Analog-to-Digital ConvertersTimur Zirtiloglu, Peter Crary, Eyyup Tasci, Arslan Riaz, Yonina C. Eldar, Nir Shlezinger, Rabia Tugce Yazicigil. asscc 2023: 1-3 [doi]

2022

Learn to Rapidly Optimize Hybrid PrecodingOrtal Agiv, Nir Shlezinger. spawc 2022: 1-5 [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]

DeepNP: Deep Learning-Based Noise Prediction for Ultra-Reliable Low-Latency CommunicationsAlejandro Cohen, Amit Solomon, Nir Shlezinger. isit 2022: 2690-2695 [doi]

End-to-End Fading Channel Modeling for RIS-Empowered Smart Wireless EnvironmentsRashid Faqiri, Chloé Saigre-Tardif, George C. Alexandropoulos, Nir Shlezinger, Mohammadreza F. Imani, Philipp del Hougne. globecom 2022: 741-746 [doi]

Symbol-Level Online Channel Tracking for Deep ReceiversRon Aharon Finish, Yoav Cohen, Tomer Raviv, Nir Shlezinger. icassp 2022: 8897-8901 [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]

Wideband Multi-User MIMO Communications with Frequency Selective RISs: Element Response Modeling and Sum-Rate MaximizationKonstantinos D. Katsanos, Nir Shlezinger, Mohammadreza F. Imani, George C. Alexandropoulos. icc 2022: 151-156 [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]

Joint Privacy Enhancement and Quantization in Federated LearningNatalie Lang, Nir Shlezinger. isit 2022: 2040-2045 [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]

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]

Deep Augmented Music Algorithm for Data-Driven Doa EstimationJulian P. Merkofer, Guy Revach, Nir Shlezinger, Ruud J. G. van Sloun. icassp 2022: 3598-3602 [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]

Adaptive Data Augmentation for Deep ReceiversTomer Raviv, Nir Shlezinger. spawc 2022: 1-5 [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]

Personalized Sleep State Classification via Learned Factor GraphsBar Rubinstein, Yoav Filin, Nir Shlezinger, Nariman Farsad. eusipco 2022: 1427-1431 [doi]

CNN-Aided Factor Graphs with Estimated Mutual Information Features for Seizure DetectionBahareh Salafian, Eyal Fishel Ben-Knaan, Nir Shlezinger, Sandrine de Ribaupierre, Nariman Farsad. icassp 2022: 8677-8681 [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]

Collaborative Inference for AI-Empowered IoT DevicesNir Shlezinger, Ivan V. Bajic. iotm, 5(4):92-98, 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]

Deep-Learning-Assisted Configuration of Reconfigurable Intelligent Surfaces in Dynamic Rich-Scattering EnvironmentsKyriakos Stylianopoulos, Nir Shlezinger, Philipp del Hougne, George C. Alexandropoulos. icassp 2022: 8822-8826 [doi]

Composite Anomaly Detection via Hierarchical Dynamic SearchBenjamin Wolff, Tomer Gafni, Guy Revach, Nir Shlezinger, Kobi Cohen. isit 2022: 2421-2426 [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]

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

Reconfigurable Intelligent Surfaces for Rich Scattering Wireless Communications: Recent Experiments, Challenges, and OpportunitiesGeorge C. Alexandropoulos, Nir Shlezinger, Philipp del Hougne. cm, 59(6):28-34, 2021. [doi]

Joint Resource Management and Model Compression for Wireless Federated LearningMingzhe Chen, Nir Shlezinger, H. Vincent Poor, Yonina C. Eldar, Shuguang Cui. icc 2021: 1-6 [doi]

Serial Quantization for Sparse Time SequencesAlejandro Cohen, Nir Shlezinger, Salman Salamatian, Yonina C. Eldar, Muriel Médard. tsp, 69:3299-3314, 2021. [doi]

Multi-Level Group Testing with Application to One-Shot Pooled COVID-19 TestsAlejandro Cohen, Nir Shlezinger, Amit Solomon, Yonina C. Eldar, Muriel Médard. icassp 2021: 1030-1034 [doi]

Data-Driven Symbol Detection Via Model-Based Machine LearningNariman Farsad, Nir Shlezinger, Andrea J. Goldsmith, Yonina C. Eldar. gacm 2021: 571-575 [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]

Graph Signal Compression via Task-Based QuantizationPei Li, Nir Shlezinger, Haiyang Zhang, Baoyun Wang, Yonina C. Eldar. icassp 2021: 5514-5518 [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]

A Hardware Prototype for Joint Radar-Communication System Using Spatial ModulationDingyou Ma, Nir Shlezinger, Tianyao Huang, Yariv Shavit, Moshe Namer, Yimin Liu, Yonina C. Eldar. acssc 2021: 634-639 [doi]

Fedrec: Federated Learning of Universal Receivers Over Fading ChannelsMahdi Boloursaz Mashhadi, Nir Shlezinger, Yonina C. Eldar, Deniz Gündüz. gacm 2021: 576-580 [doi]

Task-Based Analog-to-Digital ConvertersPeter Neuhaus, Nir Shlezinger, Meik Dörpinghaus, Yonina C. Eldar, Gerhard P. Fettweis. tsp, 69:5403-5418, 2021. [doi]

Task-Based Analog-to-Digital Converters for Bandlimited SystemsPeter Neuhaus, Nir Shlezinger, Meik Dörpinghaus, Yonina C. Eldar, Gerhard P. Fettweis. eusipco 2021: 1985-1989 [doi]

Meta-ViterbiNet: Online Meta-Learned Viterbi Equalization for Non-Stationary ChannelsTomer Raviv, Sangwoo Park, Nir Shlezinger, Osvaldo Simeone, Yonina C. Eldar, Joonhyuk Kang. icc 2021: 1-6 [doi]

Kalmannet: Data-Driven Kalman FilteringGuy Revach, Nir Shlezinger, Ruud J. G. van Sloun, Yonina C. Eldar. icassp 2021: 3905-3909 [doi]

Efficient Epileptic Seizure Detection Using CNN-Aided Factor GraphsBahareh Salafian, Eyal Fishel Ben, Nir Shlezinger, Sandrine de Ribaupierre, Nariman Farsad. embc 2021: 424-429 [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]

Dynamic Metasurface Antennas for 6G Extreme Massive MIMO CommunicationsNir Shlezinger, George C. Alexandropoulos, Mohammadreza F. Imani, Yonina C. Eldar, David R. Smith. wc, 28(2):106-113, 2021. [doi]

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

UVeQFed: Universal Vector Quantization for Federated LearningNir Shlezinger, Mingzhe Chen, Yonina C. Eldar, H. Vincent Poor, Shuguang Cui. tsp, 69:500-514, 2021. [doi]

Collaborative Inference via Ensembles on the EdgeNir Shlezinger, Erez Farhan, Hai Morgenstern, Yonina C. Eldar. icassp 2021: 8478-8482 [doi]

Dynamic Metasurface Antennas for MIMO-OFDM Receivers With Bit-Limited ADCsHanqing Wang, Nir Shlezinger, Yonina C. Eldar, Shi Jin 0002, Mohammadreza F. Imani, Insang Yoo, David R. Smith. tcom, 69(4):2643-2659, 2021. [doi]

Jointly Learned Symbol Detection and Signal Reflection in RIS-Aided Multi-user MIMO SystemsLiuhang Wang, Nir Shlezinger, George C. Alexandropoulos, Haiyang Zhang, Baoyun Wang, Yonina C. Eldar. acssc 2021: 715-721 [doi]

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

Channel Estimation with Simultaneous Reflecting and Sensing Reconfigurable Intelligent MetasurfacesHaiyang Zhang, Nir Shlezinger, Idban Alamzadeh, George C. Alexandropoulos, Mohammadreza F. Imani, Yonina C. Eldar. spawc 2021: 536-540 [doi]

Beam Focusing for Multi-User MIMO Communications with Dynamic Metasurface AntennasHaiyang Zhang, Nir Shlezinger, Francesco Guidi, Davide Dardari, Mohammadreza F. Imani, Yonina C. Eldar. icassp 2021: 4780-4784 [doi]

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