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Nir Shlezinger

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

78

Venues

5

Active years

2014–2025

Best venue rank

Multiconference

Where they publish

Papers

78 indexed papers, newest first.

YearVenueTitleAuthors
2025ICASSPDCD-MUSIC: Deep-Learning-Aided Cascaded Differentiable MUSIC Algorithm for Near-Field Localization of Multiple Sources.Arad Gast, Luc Le Magoarou, Nir Shlezinger
2025ICASSPRapid Online Bayesian Learning for Deep Receivers.Yakov Gusakov, Osvaldo Simeone, Tirza Routtenberg, Nir Shlezinger
2025ICASSPLearning-Aided Kalman Tracking in Biased Dynamic Systems: The Case of Cable-Driven Robots for Surgery.Linoy Ketashvili, Shachar Ashkenasy, Ilana Nisky, Nir Shlezinger
2025ICASSPModel-Based Machine Learning for Max-Min Fairness Beamforming Design in JCAS Systems.Mengyuan Ma, Tianyu Fang, Nir Shlezinger, A. Lee Swindlehurst, Markku J. Juntti, Nhan Nguyen
2025ICASSPLearned Approximated Optimization for Rapid Low-Complexity Hybrid Beamforming Design.Amit Milstein, Tomer Yablonka, Nir Shlezinger
2025ICASSPDeep Variational Sequential Monte Carlo for High-Dimensional Observations.Wessel L. van Nierop, Nir Shlezinger, Ruud J. G. van Sloun
2025ICASSPPAUSE: Privacy-Aware Active User Selection for Federated Learning.Ori Peleg, Natalie Lang, Stefano Rini, Nir Shlezinger, Kobi Cohen
2024ACSSCOptimization of Iterative Blind Detection Based on Expectation Maximization and Belief Propagation.Luca Schmid, Tomer Raviv, Nir Shlezinger, Laurent Schmalen
2024ICASSPLearn to Track-Before-Detect via Neural Dynamic Programming.Eyal Fishel Ben, Nikita Tsarov, Tslil Tapiro, Itay Nuri, Nir Shlezinger
2024ICASSPUncertainty Quantification in Deep Learning Based Kalman Filters.Yehonatan Dahan, Guy Revach, Jindrich Dunk, Nir Shlezinger
2024ICASSPLeaky Waveguide Antennas for Downlink Wideband THz Communications.Yaela Gabay, Nir Shlezinger, Tirza Routtenberg, Yasaman Ghasempour, George C. Alexandropoulos, Yonina C. Eldar
2024ICASSPData-Driven Lattices for Vector Quantization.Natalie Lang, Itamar Assaf, Omer Bokobza, Nir Shlezinger
2024ICASSPRapid Hybrid Modular Receive Beamforming Via Learned Optimization.Ohad Levy, Nir Shlezinger
2024ICASSPAdaptive Kalmannet: Data-Driven Kalman Filter with Fast Adaptation.Xiaoyong Ni, Guy Revach, Nir Shlezinger
2024ICASSPCRC-Aided Learned Ensembles of Belief-Propagation Polar Decoders.Tomer Raviv, Alon Goldmann, Ofek Vayner, Yair Be'ery, Nir Shlezinger
2024ICASSPPower-Aware Task-Based Learning of Neuromorphic ADCs.Tal Vol, Loai Danial, Nir Shlezinger
2023ACSSCFast Deep Unfolded Hybrid Beamforming in Multiuser Large MIMO Systems.Nhan Thanh Nguyen, Ly Van Nguyen, Nir Shlezinger, A. Lee Swindlehurst, Markku J. Juntti
2023CISSGenerative Versus Discriminative Data-Driven Graph Filtering of Random Graph Signals.Lital Dabush, Nir Shlezinger, Tirza Routtenberg
2023ICASSPGenerating Artistic Images Via Few-Shot Style Transfer.Itay Buchnik, Or Berebi, Tammy Riklin Raviv, Nir Shlezinger
2023ICASSPLearned Kalman Filtering in Latent Space with High-Dimensional Data.Itay Buchnik, Damiano Steger, Guy Revach, Ruud J. G. van Sloun, Tirza Routtenberg, Nir Shlezinger
2023ICASSPLQGNET: Hybrid Model-Based and Data-Driven Linear Quadratic Stochastic Control.Solomon Goldgraber Casspi, Oliver Hsser, Guy Revach, Nir Shlezinger
2023ICASSPKalmanbot: Kalmannet-Aided Bollinger Bands for Pairs Trading.Haoran Deng, Guy Revach, Hai Morgenstern, Nir Shlezinger
2023ICASSPJoint Microstrip Selection and Beamforming Design for MmWave Systems with Dynamic Metasurface Antennas.Wei Huang, Haiyang Zhang, Nir Shlezinger, Yonina C. Eldar
2023ICASSPCPA: Compressed Private Aggregation for Scalable Federated Learning Over Massive Networks.Natalie Lang, Elad Sofer, Nir Shlezinger, Rafael G. L. D'Oliveira, Salim El Rouayheb
2023ICASSPHierarchical Filtering With Online Learned Priors for ECG Denoising.Timur Locher, Guy Revach, Nir Shlezinger, Ruud J. G. van Sloun, Rik Vullings
2023ICASSPLearning Multi-Rate Vector Quantization for Remote Deep Inference.May Malka, Shai Ginzach, Nir Shlezinger
2023ICASSPDeep Unfolding-Enabled Hybrid Beamforming Design for mmWave Massive MIMO Systems.Nhan Thanh Nguyen, Mengyuan Ma, Nir Shlezinger, Yonina C. Eldar, A. Lee Swindlehurst, Markku J. Juntti
2023ICASSPDistributed Admm with Limited Communications Via Deep Unfolding.Yoav Noah, Nir Shlezinger
2023ICASSPExtended Kalman Filter for Graph Signals in Nonlinear Dynamic Systems.Guy Sagi, Nir Shlezinger, Tirza Routtenberg
2023ICASSPDeep Root Music Algorithm for Data-Driven Doa Estimation.Dor Haim Shmuel, Julian P. Merkofer, Guy Revach, Ruud J. G. van Sloun, Nir Shlezinger
2023ICASSPOutlier-Insensitive Kalman Filtering Using NUV Priors.Shunit Truzman, Guy Revach, Nir Shlezinger, Itzik Klein
2023ICASSPNear-field Localization with Dynamic Metasurface Antennas.Qianyu Yang, Anna Guerra, Francesco Guidi, Nir Shlezinger, Haiyang Zhang, Davide Dardari, Baoyun Wang, Yonina C. Eldar
2022GLOBECOMEnd-to-End Fading Channel Modeling for RIS-Empowered Smart Wireless Environments.Rashid Faqiri, Chlo Saigre-Tardif, George C. Alexandropoulos, Nir Shlezinger, Mohammadreza F. Imani, Philipp del Hougne
2022ICASSPRecovery of Noisy Pooled Tests via Learned Factor Graphs with Application to COVID-19 Testing.Eyal Fishel Ben-Knaan, Yonina C. Eldar, Nir Shlezinger
2022ICASSPSymbol-Level Online Channel Tracking for Deep Receivers.Ron Aharon Finish, Yoav Cohen, Tomer Raviv, Nir Shlezinger
2022ICASSPUncertainty in Data-Driven Kalman Filtering for Partially Known State-Space Models.Itzik Klein, Guy Revach, Nir Shlezinger, Jonas E. Mehr, Ruud J. G. van Sloun, Yonina C. Eldar
2022ICASSPDeep Augmented Music Algorithm for Data-Driven Doa Estimation.Julian P. Merkofer, Guy Revach, Nir Shlezinger, Ruud J. G. van Sloun
2022ICASSPOn the Acquisition of Stationary Signals Using Uniform ADCS.Peter Neuhaus, Nir Shlezinger, Meik Drpinghaus, Yonina C. Eldar, Gerhard P. Fettweis
2022ICASSPRTSNet: Deep Learning Aided Kalman Smoothing.Xiaoyong Ni, Guy Revach, Nir Shlezinger, Ruud J. G. van Sloun, Yonina C. Eldar
2022ICASSPCNN-Aided Factor Graphs with Estimated Mutual Information Features for Seizure Detection.Bahareh Salafian, Eyal Fishel Ben-Knaan, Nir Shlezinger, Sandrine de Ribaupierre, Nariman Farsad
2022ICASSPDeep-Learning-Assisted Configuration of Reconfigurable Intelligent Surfaces in Dynamic Rich-Scattering Environments.Kyriakos Stylianopoulos, Nir Shlezinger, Philipp del Hougne, George C. Alexandropoulos
2022ICASSPPower-Efficient Hybrid MIMO Receiver with Task-Specific Beamforming using Low-Resolution ADCs.Timur Zirtiloglu, Nir Shlezinger, Yonina C. Eldar, Rabia Tugce Yazicigil
2022ISITDeepNP: Deep Learning-Based Noise Prediction for Ultra-Reliable Low-Latency Communications.Alejandro Cohen, Amit Solomon, Nir Shlezinger
2022ISITJoint Privacy Enhancement and Quantization in Federated Learning.Natalie Lang, Nir Shlezinger
2022ISITComposite Anomaly Detection via Hierarchical Dynamic Search.Benjamin Wolff, Tomer Gafni, Guy Revach, Nir Shlezinger, Kobi Cohen
2021ACSSCA Hardware Prototype for Joint Radar-Communication System Using Spatial Modulation.Dingyou Ma, Nir Shlezinger, Tianyao Huang, Yariv Shavit, Moshe Namer, Yimin Liu, Yonina C. Eldar
2021ACSSCJointly Learned Symbol Detection and Signal Reflection in RIS-Aided Multi-user MIMO Systems.Liuhang Wang, Nir Shlezinger, George C. Alexandropoulos, Haiyang Zhang, Baoyun Wang, Yonina C. Eldar
2021ICASSPMulti-Level Group Testing with Application to One-Shot Pooled COVID-19 Tests.Alejandro Cohen, Nir Shlezinger, Amit Solomon, Yonina C. Eldar, Muriel Mdard
2021ICASSPGraph Signal Compression via Task-Based Quantization.Pei Li, Nir Shlezinger, Haiyang Zhang, Baoyun Wang, Yonina C. Eldar
2021ICASSPBit Constrained Communication Receivers In Joint Radar Communications Systems.Dingyou Ma, Nir Shlezinger, Tianyao Huang, Yimin Liu, Yonina C. Eldar
2021ICASSPKalmannet: Data-Driven Kalman Filtering.Guy Revach, Nir Shlezinger, Ruud J. G. van Sloun, Yonina C. Eldar
2021ICASSPCollaborative Inference via Ensembles on the Edge.Nir Shlezinger, Erez Farhan, Hai Morgenstern, Yonina C. Eldar
2021ICASSPHybrid Analog-Digital MIMO Radar Receivers With Bit-Limited ADCs.Feng Xi, Nir Shlezinger, Yonina C. Eldar
2021ICASSPBeam Focusing for Multi-User MIMO Communications with Dynamic Metasurface Antennas.Haiyang Zhang, Nir Shlezinger, Francesco Guidi, Davide Dardari, Mohammadreza F. Imani, Yonina C. Eldar
2021ISITModel-Inspired Deep Detection with Low-Resolution Receivers.Shahin Khobahi, Nir Shlezinger, Mojtaba Soltanalian, Yonina C. Eldar
2020GLOBECOMCOTAF: Convergent Over-the-Air Federated Learning.Tomer Sery, Nir Shlezinger, Kobi Cohen, Yonina C. Eldar
2020ICASSPDistributed Quantization for Sparse Time Sequences.Alejandro Cohen, Nir Shlezinger, Salman Salamatian, Yonina C. Eldar, Muriel Mdard
2020ICASSPComplexity Reduction Methods for Index Modulation Based Dual-Function Radar Communication Systems.Tianyao Huang, Nir Shlezinger, Xingyu Xu, Yimin Liu, Yonina C. Eldar
2020ICASSPTheoretical Analysis of Multi-Carrier Agile Phased Array Radar.Tianyao Huang, Nir Shlezinger, Xingyu Xu, Dingyou Ma, Yimin Liu, Yonina C. Eldar
2020ICASSPFederated Learning with Quantization Constraints.Nir Shlezinger, Mingzhe Chen, Yonina C. Eldar, H. Vincent Poor, Shuguang Cui
2020ICASSPDeep Soft Interference Cancellation for MIMO Detection.Nir Shlezinger, Rong Fu, Yonina C. Eldar
2020ICASSPLearning Task-Based Analog-to-Digital Conversion for MIMO Receivers.Nir Shlezinger, Ruud J. G. van Sloun, Iris A. M. Huijben, Georgee Tsintsadze, Yonina C. Eldar
2020ICASSPDynamic Metasurface Antennas for Bit-Constrained MIMO-OFDM Receivers.Hanqing Wang, Nir Shlezinger, Shi Jin, Yonina C. Eldar, Insang Yoo, Mohammadreza F. Imani, David R. Smith
2020ISITData-Driven Factor Graphs for Deep Symbol Detection.Nir Shlezinger, Nariman Farsad, Yonina C. Eldar, Andrea J. Goldsmith
2020ISITThe Communication-Aware Clustered Federated Learning Problem.Nir Shlezinger, Stefano Rini, Yonina C. Eldar
2019GLOBECOMDeep Neural Network Symbol Detection for Millimeter Wave Communications.Yun Liao, Nariman Farsad, Nir Shlezinger, Yonina C. Eldar, Andrea J. Goldsmith
2019ICASSPDynamic Metasurfaces for Massive MIMO Networks.Nir Shlezinger, Or Dicker, Yonina C. Eldar, Mohammadreza F. Imani, David R. Smith
2019ICASSPSpectral Efficiency of Noncooperative Uplink Massive MIMO Systems with Joint Decoding.Nir Shlezinger, Yonina C. Eldar
2019ICASSPTask-Based Quantization for Massive MIMO Channel Estimation.Nir Shlezinger, Yonina C. Eldar, Miguel R. D. Rodrigues
2019ICASSPDeep Quantization for MIMO Channel Estimation.Matan Shohat, Georgee Tsintsadze, Nir Shlezinger, Yonina C. Eldar
2019ISITTask-Based Quantization for Recovering Quadratic Functions Using Principal Inertia Components.Salman Salamatian, Nir Shlezinger, Yonina C. Eldar, Muriel Mdard
2019ISITOn the Capacity of Sampled Interference-Limited Communications Channels.Nir Shlezinger, Emeka Abakasanga, Ron Dabora, Yonina C. Eldar
2019ISITJoint Sampling and Recovery of Correlated Sources.Nir Shlezinger, Salman Salamatian, Yonina C. Eldar, Muriel Mdard
2018ISITBounds on the Capacity of MIMO Broadband Power Line Communications Channels.Nir Shlezinger, Roee Shaked, Ron Dabora
2017ISITUsing mutual information for designing the measurement matrix in phase retrieval problems.Nir Shlezinger, Ron Dabora, Yonina C. Eldar
2016ISITThe capacity of discrete-time Gaussian MIMO channels with periodic characteristics.Nir Shlezinger, Ron Dabora
2015ISITThe secrecy capacity of MIMO Gaussian channels with finite memory.Nir Shlezinger, Daniel Zahavi, Yonathan Murin, Ron Dabora
2014ICASSPFrequency-shift filtering for OFDM recovery in narrowband power line communications.Nir Shlezinger, Ron Dabora