Publications
Books:
[B1] N. Shlezinger, and Y. C. Eldar, "Model-Based Deep Learning", In Foundations and Trends in Signal Processing, Now Publishers, 2023.
Book Chapters:
[B2] N. Shlezinger, N. Farsad, Y. C. Eldar, and A. J. Goldsmith, "Model-Based Machine Learning for Communications", In Machine Learning and Wireless Communications, Cambridge University Press, 2022.
[B3] N. Shlezinger, M. Chen, Y. C. Eldar, H. V. Poor, and S. Cui, "Quantized Federated Learning", In Machine Learning and Wireless Communications, Cambridge University Press, 2022.
[B4] A. Rajwade, N. Shlezinger, and Y. C. Eldar, "AI for Pooled Testing of COVID-19 Samples", In AI for COVID-19, Springer Nature Press, 2022.
[B5] D. Ma, T. Huang, N. Shlezinger, Y. Liu, and Y. C. Eldar, "Index Modulation Based ISAC", In Integrated Sensing and Communications, Springer Nature Press, 2023.
Published / Accepted Journal Papers:
[J1] N. Shlezinger and R. Dabora, “Frequency-Shift Filtering for OFDM Signal Recovery in Narrowband Power Line Communications”, IEEE Transactions on Communications, April 2014.
[J2] N. Shlezinger and R. Dabora, “On the Capacity of Narrowband PLC Channels”, IEEE Transactions on Communications, April 2015.
[J3] N. Shlezinger, D. Zahavi, Y. Murin, and R. Dabora, “The Secrecy Capacity of Gaussian MIMO Channels with Finite Memory”, IEEE Transactions on Information Theory, March 2017.
[J4] N. Shlezinger, K. Todros, and R. Dabora, “Adaptive Estimation Based on Time-Averaged MSE for Cyclostationary Signals”, IEEE Transactions on Communications, April 2017.
[J5] R. Shaked, N. Shlezinger, and R. Dabora, “Joint Estimation of Carrier Frequency Offset and Channel Impulse Response for Linear Periodic Channels”, IEEE Transactions on Communications, January 2018.
[J6] N. Shlezinger, R. Dabora, and Y. C. Eldar, “Measurement Matrix Design for Phase Retrieval Based on Mutual Information”, IEEE Transactions on Signal Processing, January 2018.
[J7] N. Shlezinger, R. Shaked, and R. Dabora, “On the Capacity of MIMO Broadband Power Line Communications Channels”, IEEE Transactions on Communications, October 2018.
[J8] N. Shlezinger and K. Todros, “Performance Analysis of LMS Filters with non-Gaussian Cyclostationary Signals”, Signal Processing, January 2019.
[J9] N. Shlezinger and Y. C. Eldar, “On the Spectral Efficiency of Noncooperative Uplink Massive MIMO Systems”, IEEE Transactions on Communications, March 2019.
[J10] N. Shlezinger, Y. C. Eldar, and M. R. D. Rodrigues, "Asymptotic Task-Based Quantization with Applications to Massive MIMO", IEEE Transactions on Signal Processing, August 2019.
[J11] N. Shlezinger, O. Dicker, Y. C. Eldar, I. Yoo, M. F. Imani, and D. R. Smith, "Dynamic Metasurface Antennas for Uplnk Massive MIMO Systems", IEEE Transactions on Communications, October 2019.
[J12] N. Shlezinger, Y. C. Eldar, and M. R. D. Rodrigues, "Hardware-Limited Task-Based Quantization", IEEE Transactions on Signal Processing, October 2019.
[J13] M. Wang, F. Gao, M. F. Flanagan, Y. Gu, N. Shlezinger, and Y. C. Eldar, "A Block Sparsity Based Estimator for mmWave Massive MIMO Channels with Beam Squint", IEEE Transactions on Signal Processing, November 2019.
[J14] N. Shlezinger, E. Abakasanga, R. Dabora, and Y. C. Eldar, “The Capacity of Memoryless Communications Channels with Sampled Cyclostationary Gaussian Noise”, IEEE Transactions on Communications, January 2020.
[J15] N. Shlezinger, N. Farsad, Y. C. Eldar, and A. J. Goldsmith, "ViterbiNet: A Deep Learning Based Viterbi Algorithm for Symbol Detection", IEEE Transactions on Wireless Communications, May 2020.
[J16] T. Gong, N. Shlezinger, S. Stein-Ioushua, M. Namer, Z. Yang, and Y. C. Eldar, "RF Chain Reduction for MIMO Systems: A Hardware Prototype", IEEE Systems Journal, December 2020.
[J17] D. Ma, N. Shlezinger, T. Huang, Y. Liu, and Y. C. Eldar, "Joint Radar-Communications Strategies for Autonomous Vehicles", IEEE Signal Processing Magazine, July 2020.
[J18] E. Abakasanga, N. Shlezinger, and R. Dabora, "On the Rate-Distortion Function of Sampled Cyclosationary Gaussian Processes", Entropy, March 2020.
[J19] X. Liu, T. Huang, N. Shlezinger, Y. Liu, J. Zhou, and Y. C. Eldar, "Joint Transmit Beamforming for Multiuser MIMO Communications and Radar", IEEE Transactions on Signal Processing, June 2020.
[J20] T. Huang, N. Shlezinger, X. Xu, Y. Liu, and Y. C. Eldar, "MAJoRCom: A Dual-Function Radar Communication System Using Index Modulation", IEEE Transactions on Signal Processing, May 2020.
[J21] T. Huang, N. Shlezinger, X. Xu, D. Ma, Y. Liu, and Y. C. Eldar, "Multi-Carrier Agile Phased Array Radar", IEEE Transactions on Signal Processing, September 2020.
[J22] N. Shlezinger and Y. C. Eldar, "Task-Based Quantization with Application to MIMO Receivers", Communications in Information and Systems, Special issue in honor of Thomas Kailath's 85th Birthday, invited paper, November 2020.
[J23] N. Farsad, N. Shlezinger, A. J. Goldsmith, and Y. C. Eldar, "Data-Driven Symbol Detection via Model-Based Machine Learning", Communications in Information and Systems, Special issue in honor of Thomas Kailath's 85th Birthday, invited paper, December 2020.
[J24] N. Shlezinger, R. Fu, and Y. C. Eldar, "DeepSIC: Deep Soft Interference Cancellation for Multiuser MIMO Detection", IEEE Transactions on Wireless Communications, February 2021.
[J25] H. Wang, N. Shlezinger, Y. C. Eldar, S. Jin, M. F. Imani, I. Yoo, and D. R. Smith, "Dynamic Metasurface Antennas for MIMO-OFDM Receivers with Bit-Limited ADCs", IEEE Transactions on Communications, April 2021.
[J26] N. Shlezinger, M. Chen, Y. C. Eldar, H. V. Poor, and S. Cui, "UVeQFed: Universal Vector Quantization for Federated Learning", IEEE Transactions on Signal Processing, January 2021.
[J27] N. Shlezinger, G. C. Alexandropoulos, M. F. Imani, Y. C. Eldar, and D. R. Smith, "Dynamic Metasurface Antennas for 6G Extreme Massive MIMO Communications", IEEE Wireless Communications Magazine, April 2021. IEEE Communications Society Fred W. Ellersick Award for outstanding magazine article.
[J28] N. Shlezinger and Y. C. Eldar, "Deep Task-Based Quantization", Entropy, January 2021.
[J29] D. Ma, N. Shlezinger, T. Huang, Y. Shavit, M. Namer, Y. Liu, and Y. C. Eldar, "Spatial Modulation for Joint Radar-Communications Systems: Design, Analysis, and Hardware Prototype", IEEE Transactions on Vehicular Technology, March 2021.
[J30] M. Chen, N. Shlezinger, H. V. Poor, Y. C. Eldar, and S. Cui, "Communication-Efficient Federated Learning", Proceedings of the National Academy of Science, April 2021.
[J31] G. C. Alexandropoulos, N. Shlezinger, and P. del Hougne, "Reconfigurable Intelligent Surfaces for Rich Scattering Wireless Communications: Recent Experiments, Challenges, and Opportunities", IEEE Communications Magazine, June 2021.
[J32] A. Cohen, N. Shlezinger, S, Salamatian, Y. C. Eldar, and M. Medard, "Serial Quantization for Sparse Time Sequences", IEEE Transactions on Signal Processing, May 2021.
[J33] T. Sery, N. Shlezinger, K. Cohen, and Y. C. Eldar, "Convergent Over-the-Air Federated Learning from Heterogeneous Data", IEEE Transactions on Signal Processing, June 2021.
[J34] P. Neuhaus, N. Shlezinger, M. Dorpinghaus, Y. C. Eldar, and G. Fettweis, "Task-Based Analog-to-Digital Converters", IEEE Transactions on Signal Processing, July 2021.
[J35] F. Xi, N. Shlezinger, and Y. C. Eldar, "BiLiMO: Bit-Limited MIMO Radar via Task-Based Quantization", IEEE Transactions on Signal Processing, September 2021.
[J36] S. Khobahi, N. Shlezinger, M. Soltanalian and Y. C. Eldar, "LoRD-Net: Unfolded Deep Detection Network with Low-Resolution Receivers", IEEE Transactions on Signal Processing, October 2021.
[J37] D. Ma, N. Shlezinger, T. Huang, Y. Liu, and Y. C. Eldar, "FRaC: FMCW-Based Joint Radar-Communications System via Index Modulation", IEEE Journal on Selected Topics in Signal Processing, November 2021.
[J38] I. Alamzadeh, G. C. Alexandropoulos, N. Shlezinger, and M. F. Imani, "A Reconfigurable Intelligent Surface with Integrated Sensing Capability", Nature Scientific Reports, October 2021.
[J39] N. Shlezinger, N. Farsad, Y. C. Eldar, and A. J. Goldsmith, "Learned Factor Graphs for Inference from Stationary Time Sequences", IEEE Transactions on Signal Processing, January 2022.
[J40] H. Zhang, N. Shlezinger, F. Guidi, D. Dardari, M. F. Imani, and, Y. C. Eldar, "Near-field Wireless Power Transfer for 6G Internet-of-Everything Mobile Networks: Opportunities and Challenges", IEEE Communications Magazine, March 2022.
[J41] G. Revach, N. Shlezinger, X. Ni, A. L. Escoriza, R. J. G. van Sloun, and Y. C. Eldar, "KalmanNet: Neural Network Aided Kalman Filtering for Partially Known Dynamics", IEEE Transactions on Signal Processing, March 2022.
[J42] T. Gafni, N. Shlezinger, K. Cohen, Y. C. Eldar, and H. V. Poor, "Federated Learning: A Signal Processing Perspective", IEEE Signal Processing Magazine, May 2022.
[J43] H. Zhang, N. Shlezinger, F. Guidi, D. Dardari, M. F. Imani, and, Y. C. Eldar, "Beam Focusing for Near-Field Multi-User MIMO Communications", IEEE Transactions on Wireless Communications, September 2022.
[J44] T. V. Loung, N. Shlezinger, C. Xu, T. M. Hoang, Y. C. Eldar, and L. Hanzo, "Deep Learning Based Successive Interference Cancellation for the Non-Orthogonal Downlink", IEEE Transactions on Vehicular Technology, November 2022.
[J45] P. Li, N. Shlezinger, H. Zhang, B. Wang, and Y. C. Eldar, "Compression of Graph Signals using Task-Based Sampling and Quantization", IEEE Transactions on Signal Processing, September 2022.
[J46] N. Shlezinger, Y. C. Eldar, and S. P. Boyd, "Model-Based Deep Learning: On the Intersection of Deep Learning and Optimization", IEEE Access, November 2022.
[J47] N. Shlezinger and I. V. Bajic, "Collaborative Inference for AI-Empowered IoT Devices", IEEE Internet-of-Things Magazine, December 2022.
[J48] N. Shlezinger, A. Amar, B. Luijten, R. J. G. van Sloun, and Y. C. Eldar, "Deep Task-Based Analog-to-Digital Conversion", IEEE Transactions on Signal Processing, December 2022.
[J49] R. Faqiri, C. Saigre-Tardif, G. C. Alexandropoulos, N. Shlezinger, M. F. Imani, and P. del Hougne, "PhysFad: Physics-Based End-to-End Channel Modeling of RIS-Parametrized Environments with Adjustable Fading", IEEE Transactions on Wireless Communications, January 2023.
[J50] H. Zhang, N. Shlezinger, F. Guidi, D. Dardari, and Y. C. Eldar, "6G Wireless Communications: From Far-field Beam Steering to Near-field Beam Focusing", IEEE Communications Magazine, April 2023.
[J51] T. Raviv, S. Park, O. Simeone, Y. C. Eldar, and N. Shlezinger, "Online Meta-Learning For Hybrid Model-Based Deep Receivers", accepted to the IEEE Transactions on Wireless Communications, 2023.
[J52] N. Lang, E. Sofer, T. Shaked, and N. Shlezinger, "Joint Privacy Enhancement and Quantization in Federated Learning", IEEE Transactions on Signal Processing, February 2023.
[J53] B. Wolff, T. Gafni, G. Revach, N. Shlezinger, and K. Cohen, "Anomaly Search over Composite Hypotheses in Hierarchical Statistical Models", IEEE Transactions on Signal Processing, February 2023.
[J54] H. Zhang, A. Shultzman, N. Shlezinger, G. C. Alexandropoulos, M. F. Imani, and Y. C. Eldar, "Channel Estimation with Hybrid Reconfigurable Intelligent Metasurfaces", IEEE Transactions on Communications, April 2023.
[J55] N. Shlezinger, J. Wang, Y. C. Eldar, and A. G. Dimakis, "Model-Based Deep Learning", Proceedings of the IEEE, May 2023.
[J56] B. Salafian, E. Fishel, N. Shlezinger, S. Ribaupierre, and N. Farsad, "MICAL: Mutual Information-Based CNN-Aided Learned Factor Graphs for Seizure Detection from EEG Signals", IEEE Access, March 2023.
[J57] T. Raviv and N. Shlezinger, "Data Augmentation for Deep Receivers", accepted to the IEEE Transactions on Wireless Communications, 2023.
[J58] E. Abakasanga, N. Shlezinger, and R. Dabora, "Unsupervised Deep Learning for Distributed Clock Synchronization in Wireless Networks", IEEE Transactions on Vehicular Technology, September 2023.
[J59] G. Choi, J. Park, N. Shlezinger, Y. C. Eldar, and N. Lee, "Split-KalmanNet: A Robust Model-Based Deep Learning Approach for State Estimation", IEEE Transactions on Vehicular Technology, September 2023.
[J60] N. Shlezinger and T. Routtenberg, "Discriminative and Generative Learning for Linear Estimation of Random Signals [Lecture Notes]", IEEE Signal Processing Magazine, September 2023.
[J61] S. P. Chepuri, N. Shlezinger, F. Liu, G. C. Alexandropoulos, S. Buzzi, and Y. C. Eldar, "Integrated Sensing and Communications with Reconfigurable Intelligent Surfaces", IEEE Signal Processing Magazine, September 2023.
[J62] O. Lavi and N. Shlezinger, "Learn to Rapidly and Robustly Optimize Hybrid Precoding", IEEE Transactions on Communications, October 2023.
[J63] N. Nguyen, N. Shlezinger, Y. C. Eldar, and M. Juntti, "Multiuser MIMO Wideband Joint Communications and Sensing System with Subcarrier Allocation", IEEE Transactions on Signal Processing, September 2023.
[J64] J. Merkofer, G. Revach, N. Shlezinger, T. Routtenberg, and R. J. G. van Sloun, "DA-MUSIC: Data-Driven DoA Estimation via Deep Augmented MUSIC Algorithm", IEEE Transactions on Vehicular Technology, February 2024.
[J65] N. Nguyen, M. Ma, O. Lavi, N. Shlezinger, Y. C. Eldar, A. L. Swindelhurst, and M. Juntti, "Deep Unfolding Hybrid Beamforming Designs for THz Massive MIMO Systems", IEEE Transactions on Signal Processing, October 2023.
[J66] G. Revach, X. Ni, N. Shlezinger, R. J. G. van Sloun, and Y. C. Eldar, "RTSNet: Learning to Smooth in Partially Known State-Space Models", IEEE Transactions on Signal Processing, November 2023.
[J67] T. Raviv, S. Park, O. Simeone, Y. C. Eldar, and N. Shlezinger, "Adaptive and Flexible Model-Based AI for Deep Receivers in Dynamic Channels", accepted to the IEEE Wireless Communications, 2023.
[J68] G. C. Alexandropoulos, N. Shlezinger, I. Alamzadeh, M. F. Imani, H. Zhang, and Y. C. Eldar, "Hybrid Reconfigurable Intelligent Metasurfaces: Enabling Simultaneous Tunable Reflections and Sensing for 6G Wireless Communications", IEEE Vehicular Technology Magazine, March 2024.
[J69] I. Buchnik, D. Steger, G. Revach, R. J. G. van Sloun, T. Routtenberg, and N. Shlezinger, "Latent-KalmanNet: Learned Kalman Filtering for Tracking High-Dimensional Signals", IEEE Transactions on Processing, January 2024.
[J70] A. Rabault, L. Le Magoarou, J. Sol, G. C. Alexandropoulos, N. Shlezinger, H. V. Poor, and P. del Hougne, "On the Tacit Linearity Assumption in Common Cascaded Models of RIS-Parametrized Wireless Channels", accepted to the IEEE Transactions on Wireless Communications, 2024.
[J71] I. Morad, M. Ghelman, D. Ginzburg, A. Osovizky, and N. Shlezinger, "Model-Based Deep Learning Algorithm for Detection and Classification at High Event Rates", accepted to the IEEE Transactions on Nuclear Science, 2024.
[J72] A. Milstein, H. Deng, G. Revach, H. Morgenstern, and N. Shlezinger, "Neural Augmented Kalman Filtering with Bollinger Bands for Pairs Trading", IEEE Transactions on Signal Processing, April 2024.
[J73] N. Shlezinger, M. Ma, O. Lavi, N. Nguyen, Y. C. Eldar, and M. Juntti, "AI-Empowered Hybrid MIMO Beamforming", accepted to the IEEE Vehicular Technology Magazine, under revision, 2023.
Journal Papers Under Peer Review:
[J74] G. Revach, T. Locher, N. Shlezinger, R. J. G. van Sloun, and R. Vullings, "HKF: Hierarchical Kalman Filtering with Online Learned Evolution Priors for Adaptive ECG Denoising", Submitted to the IEEE Transactions on Signal Processing, 2023.
[J75] N. Nguyen, L. V. Nguyen, N. Shlezinger, Y. C. Eldar, A. L. Swindelhurst, and M. Juntti, "Joint Communications and Sensing Hybrid Beamforming Design via Deep Unfolding", Submitted to the IEEE Journal on Selected Topics in Signal Processing, under revision, 2023.
[J76] N. Lang, N. Shlezinger, R. G. L. D'Oliveira, and S. El Rouayheb, "Compressed Private Aggregation for Scalable and Robust Federated Learning over Massive Networks", Submitted to the IEEE Transactions on Mobile Computing, 2023.
[J77] Y. Noah and N. Shlezinger, "Limited Communications Distributed Optimization via Deep Unfolded Distributed ADMM", Submitted to the IEEE Transactions on Mobile Computing, 2023.
[J78] D. H. Shmuel, J. P, Merkofer. Steger, G. Revach, R. J. G. van Sloun, and N. Shlezinger, "SubspaceNet: Deep Learning-Aided Subspace Methods for DoA Estimation", Submitted to the IEEE Transactions on Vehicular Technology, under revision 2023.
[J79] I. Buchnik, G. Sagi, N. Leinwand, Y. Loya, N. Shlezinger, and T. Routtenberg, "GSP-KalmanNet: Tracking Graph Signals via Neural-Aided Kalman Filtering", Submitted to the IEEE Transactions on Signal Processing, under revision, 2023.
[J80] M. Malka, E. Farhan, H. Morgenstern, and N. Shlezinger, "Decentralized Low-Latency Collaborative Inference via Ensembles on the Edge", Submitted to the IEEE Transactions on Wireless Communications, under revision, 2023.
[J81] S. Truzman, G. Revach, N. Shlezinger, and I. Klein, "Outlier-Insensitive Kalman Filtering: Theory and Applications", Submitted to the IEEE Sensors, 2024.
[J82] E. Tasci, T. Zirtiloglu, A. Yasar, Y. C. Eldar, N. Shlezinger, and R. T. Yazicigil, "Robust Task-Specific Beamforming with Low-Resolution ADCs for Power-Efficient Hybrid MIMO Receivers", Submitted to the IEEE Transactions on Communications, 2024.
[J83] L. M. Schmid, T. Raviv, N. Shlezinger, and L. Schmalen, "Blind Channel Estimation and Joint Symbol Detection with Data-Driven Factor Graphs", Submitted to the IEEE Transactions on Communications, 2024.
[J84] T. Raviv, S. Park, O. Simeone, and N. Shlezinger, "Uncertainty-Aware and Reliable Neural MIMO Receivers via Modular Bayesian Deep Learning", Submitted to the IEEE Transactions on Wireless Communications, 2024.
[J85] N. Lang, A. Cohen, and N. Shlezinger, "Stragglers-Aware Low-Latency Synchronous Federated Learning via Layer-Wise Model Updates", Submitted to the IEEE Transactions on Communications, 2024.
[J86] G. Fontanesi, A. Guerra, F. Guidi, J. Vasquez-Peralvo, N. Shlezinger, A. Zanella, E. Lagunas, S. Chatzinota, D. Dardari, and P. Djuric, "A Deep-NN Beamforming Approach for Dual Function Radar-Communication THz UAV", Submitted to the IEEE Transactions on Vehicular Technology, under revision, 2024.
Published / Accepted Conference Papers:
[C1] N. Shlezinger and R. Dabora, “Frequency-Shift Filtering for OFDM Recovery in Narrowband Power Line Communications”, IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Florence, Italy, May 2014.
[C2] N. Shlezinger and R. Dabora, “On the Derivation of the Capacity of Discrete-Time Narrowband PLC Channels”, IEEE International Conference on Communications (ICC), London, UK, June 2015.
[C3] N. Shlezinger, D. Zahavi, Y. Murin, and R. Dabora, “The Secrecy Capacity of MIMO Gaussian Channels with Finite Memory”, IEEE International Symposium on Information Theory (ISIT), Hong-Kong, China, June 2015.
[C4] N. Shlezinger and R. Dabora, “The Capacity of Discrete-Time Gaussian MIMO Channels with Periodic Characteristics”, IEEE International Symposium on Information Theory (ISIT), Barcelona, Spain, July 2016.
[C5] R. Shaked, N. Shlezinger, and R. Dabora, “Carrier Frequency Offset Estimation for Linear Channels with Periodic Characteristics”, IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), Edinburgh, UK, June 2016.
[C6] N. Shlezinger, K. Todros, and R. Dabora, “Adaptive LMS-Type Filter for Cyclostationary Signals”, International Symposium on Wireless Communications Systems (ISWCS), Poznan, Poland, September 2016.
[C7] N. Shlezinger, R. Dabora, and Y. C. Eldar, “Using Mutual Information for Designing the Measurement Matrix in Phase Retrieval Problems”, IEEE International Symposium on Information Theory (ISIT), Aachen, Germany, June 2017.
[C8] R. Shaked, N. Shlezinger, and R. Dabora, “Joint Carrier Frequency Offset and Channel Impulse Response Estimation for Linear Periodic Channels”, European Signal Processing Conference (EUSIPCO), Kos, Greece, August 2017.
[C9] N. Shlezinger, R. Shaked, and R. Dabora, “Bounds on the Capacity of MIMO Broadband Power Line Communications Channels”, IEEE International Symposium on Information Theory (ISIT), Vail, CO, June 2018.
[C10] N. Shlezinger and Y. C. Eldar, “Spectral Efficiency of Noncooperative Uplink Massive MIMO Systems with Joint Deocding”, IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Brighton, UK, May 2019.
[C11] N. Shlezinger, Y. C. Eldar, and M. R. D. Rodrigues, “Task-Based Quantization for Massive MIMO Channel Estimation”, IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Brighton, UK, May 2019.
[C12] N. Shlezinger, O. Dicker, Y. C. Eldar, M. F. Imani, and D. R. Smith, “Dynamic Metasurfaces for Massive MIMO Networks”, IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Brighton, UK, May 2019.
[C13] M. Shohat, G. Tsintsadze. N. Shlezinger, and Y. C. Eldar, “Deep Quantization for MIMO Channel Estimation”, IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Brighton, UK, May 2019.
[C14] N. Shlezinger, E. Abakasanga, R. Dabora, and Y. C. Eldar, "On the Capacity of Sampled Interference-Limited Communications Channels", IEEE International Symposium on Information Theory (ISIT), Paris, France, July 2019.
[C15] N. Shlezinger, S. Salamatian, Y. C. Eldar, and M. Medard, "Joint Sampling and Recovery of Correlated Sources", IEEE International Symposium on Information Theory (ISIT), Paris, France, July 2019.
[C16] S. Salamatian, N. Shlezinger, Y. C. Eldar, and M. Medard, "Task-Based Quantization for Recovering Quadratic Functions Using Principal Inertia Components", IEEE International Symposium on Information Theory (ISIT), Paris, France, July 2019.
[C17] N. Shlezinger, Y. C. Eldar, and M. R. D. Rodrigues, "Hardware-Limited Task-Based Quantization", IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), Cannes, France, July 2019.
[C18] T. Huang, N. Shlezinger, X. Xu, Y. Liu, and Y. C. Eldar, "A Dual-Function Radar Communication System Using Index Modulation", IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), Cannes, France, July 2019.
[C19] N. Shlezinger, N. Farsad, Y. C. Eldar, and A. J. Goldsmith, "ViterbiNet: Symbol Detection Using a Deep Learning Based Viterbi Algorithm", IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), Cannes, France, July 2019.
[C20] H. Wang, N. Shlezinger, S. Jin, Y. C. Eldar, I. Yoo, M. F. Imani, and D. R. Smith, "Dynamic Metasurface Antennas Based Downlink Massive MIMO Systems", IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), Cannes, France, July 2019.
[C21] Y. Liao, N. Farsad, N. Shlezinger, Y. C. Eldar, and A. J. Goldsmith, "Deep Symbol Detection for Millimeter Wave Communications", IEEE Global Communications Conference (GLOBECOM), Waikola, HI, December 2019.
[C22] T. Huang, Y. Liu, D. Ma, N. Shlezinger, and Y. C. Eldar, "Multi-Carrier Agile Phased Array Radar", IEEE International Conference on Signal, Information, and Data Processing (ICSIDP), Chongqing, China, November 2019.
[C23] A. Cohen, N. Shlezinger, Y. C. Eldar, and M. Medard, "Serial Quantization for Representing Sparse Signals" , Allerton Conference on Communication, Control, and Computing, Montecillo, IL, September 2019.
[C24] A. Cohen, N. Shlezinger, S. Salamatian, Y. C. Eldar, and M. Medard, "Distributed Quantization for Sparse Time Sequences", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Barcelona, Spain, May 2020.
[C25] T. Huang, N. Shlezinger, X. Xu, Y. Liu, and Y. C. Eldar, "Complexity Reduction Methods for Index Modulation Based Dual-Function Radar Communication Systems", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Barcelona, Spain, May 2020.
[C26] T. Huang, N. Shlezinger, X. Xu, D. Ma, Y. Liu, and Y. C. Eldar, "Theoretical Analysis of Multi-Carrier Agile Phased Array Radar", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Barcelona, Spain, May 2020.
[C27] N. Shlezinger, R. J. G. van Sloun, I. A. M. Hujiben, G. Tsintsadze, and Y. C. Eldar, "Learning Task-Based Analog-to-Digital Conversion for MIMO Receivers", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Barcelona, Spain, May 2020.
[C28] H. Wang, N. Shlezinger, S. Jin, Y. C. Eldar, I. Yoo, M. F. Imani, and D. R. Smith, "Dynamic Metasurface Antennas for Bit-Constrained MIMO-OFDM Receivers", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Barcelona, Spain, May 2020.
[C29] N. Shlezinger, R. Fu, and Y. C. Eldar, "Deep Soft Interference Cancellation for MIMO Detection", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Barcelona, Spain, May 2020.
[C30] N. Shlezinger, M. Chen, Y. C. Eldar, H. V. Poor, and S. Cui, "Federated Learning with Quantization Constraints", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Barcelona, Spain, May 2020.
[C31] D. Ma, T. Huang, N. Shlezinger, Y. Liu, and Y. C. Eldar, "A DFRC System Based on Multi-carrier Agile FMCW MIMO Radar for Vehicular Applications", IEEE International Conference on Communications (ICC), Dublin, Ireland, June 2020.
[C32] D. Ma, N. Shlezinger, T. Huang, Y. Liu, and Y. C. Eldar, "Automotive Dual-Function Radar Communications Systems: An Overview", IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), Hangzhou, China, June 2020.
[C33] N. Shlezinger, S. Rini, and Y. C. Eldar, "The Communication-Aware Clustered Federated Learning Problem", IEEE International Symposium on Information Theory (ISIT), Los Angeles, CA, June 2020.
[C34] N. Shlezinger, N. Farsad, Y. C. Eldar, and A. J. Goldsmith, "Data-Driven Factor Graphs for Deep Symbol Detection", IEEE International Symposium on Information Theory (ISIT), Los Angeles, CA, June 2020.
[C35] N. Jain, N. Shlezinger, Y. C. Eldar, A. Gupta, and V. A. Bohara, "Energy Harvesting via Analog-to-Digital Conversion", European Signal Processing Conference (EUSIPCO), Amsterdam, The Netherlands, January 2021.
[C36] T. Sery, N. Shlezinger, K. Cohen, and Y. C. Eldar, "COTAF: Convergent Over-the-Air Federated Learning", IEEE Global Communications Conference (GLOBECOM), Taipei, Taiwan, December 2020.
[C37] M. Chen, N. Shlezinger, Y. C. Eldar, H. V. Poor, and S. Cui , "Joint Resource Management and Model Compression for Wireless Federated Learning", IEEE International Conference on Communications (ICC), Montreal, Canada, June 2021.
[C38] G. Revach, N. Shlezinger, R. J. G. van Sloun, and Y. C. Eldar, "KalmanNet: Data-Driven Kalman Filtering", International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Toronto, Canada, June 2021.
[C39] D. Ma, N. Shlezinger, T. Huang, Y. Liu, and Y. C. Eldar, "Bit Constrained Communication Receivers in Joint Radar Communications Systems", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Toronto, Canada, June 2021.
[C40] H. Zhang, N. Shlezinger, F. Guidi, D. Dardari, M. F. Imani, Y. C. Eldar, and D. R. Smith, "Beam Focusing for Multi-User MIMO Communications with Dynamic Metasurface Antennas", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Toronto, Canada, June 2021.
[C41] A. Cohen, N. Shlezinger, A. Solomon, Y. C. Eldar, and M. Medard, "Multi-Level Group Testing with Application to One-Shot Pooled COVID-19 Tests", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Toronto, Canada, June 2021.
[C42] N. Shlezinger, E. Farhan, H. Morgenstern, and Y. C. Eldar, "Collaborative Inference via Ensembles on the Edge", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Toronto, Canada, June 2021.
[C43] P. Li, N. Shlezinger, H. Zhang, B. Wang, and Y. C. Eldar, "Graph Signal Compression via Task-Based Quantization", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Toronto, Canada, June 2021.
[C44] F. Xi, N. Shlezinger, and Y. C. Eldar, "Hybrid Analog-Digital MIMO Radar Receivers With Bit-Limited ADCs", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Toronto, Canada, June 2021.
[C45] N. Shlezinger, J. Wang, Y. C. Eldar, and A. G. Dimakis, "Model-Based Deep Learning: Key Approaches and Design Guidelines", IEEE Data Sceince and Learning Workshop, Toronto, Canada, June 2021. Audience Choice Paper Award.
[C46] T. Raviv, S. Park, N. Shlezinger, O. Simeone, Y. C. Eldar, and J. Kang, "Meta-ViterbiNet: Online Meta-Learned Viterbi Equalization for Non-Stationary Channels", IEEE International Conference on Communications (ICC), Montreal, Canada, June 2021.
[C47] S. Khobahi, N. Shlezinger, M. Soltanalian and Y. C. Eldar "Model-Inspired Deep Detection with Low-Resolution Receivers", IEEE International Symposium on Information Theory (ISIT), Melbourne, Australia, July 2021.
[C48] P. Neuhaus, N. Shlezinger, M. Dorpinghaus, Y. C. Eldar, and G. Fettweis, "Task-Based Analog-to-Digital Converters for Bandlimited Systems", European Signal Processing Conference (EUSIPCO), Dublin, Ireland, August 2021.
[C49] M. B. Mashhadi, N. Shlezinger, Y. C. Eldar, and D. Gunduz, "FedRec: Collaborative Learning of Universal Receivers over Fading Channels", IEEE Statistical Signal Processing Workshop (SSP), Rio De Janeiro, Brazil, August 2021.
[C50] N. Farsad, N. Shlezinger, Y. C. Eldar, and A. J. Goldsmith, "Data-Driven Symbol Detection via Model-Based Machine Learning", IEEE Statistical Signal Processing Workshop (SSP), Rio De Janeiro, Brazil, August 2021.
[C51] A. L. Escoriza, G. Revach , N. Shlezinger, and R. J. G. van Sloun, "Data-Driven Kalman-Based Velocity Estimation for Autonomous Racing", IEEE International Conference on Autonomous Systems (ICAS), Montreal, Canada, August 2021.
[C52] H. Zhang, N. Shlezinger, I. Alamzadeh, G. C. Alexandropoulos, M. F. Imani, and Y. C. Eldar, "Channel Estimation with Simultaneous Reflecting and Sensing Reconfigurable Intelligent Metasurfaces", IEEE Signal Processing Applications in Wireless Communications (SPAWC), Lucca, Italy, September 2021.
[C53] B. Salafian, E. Fishel, N. Shlezinger, S. Ribaupierre, and N. Farsad, "Efficient Epileptic Seizure Detection Using CNN-Aided Factor Graphs", International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Guadalajara, Mexico, November 2021.
[C54] I. Alamzadeh, G. C. Alexandropoulos, N. Shlezinger, and M. F. Imani, "A Reconfigurable Reflecting Metasurface with Sensing Capabilities", IEEE International Symposium on Antennas and Propagation (AP-S), Marina Bay Sands, Singapore, December 2021. Honorable Mention Award.
[C55] L. Wang, N. Shlezinger, G. C. Alexandropoulos, H. Zhang, B. Wang, and Y. C. Eldar, "Jointly Learned Symbol Detection and Signal Reflection in RIS-Aided Multi-user MIMO Systems", Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, November 2021.
[C56] D. Ma, N. Shlezinger, T. Huang, Y. Shavit, M. Namer, Y. Liu, and Y. C. Eldar, "A Hardware Prototype for Joint Radar-Communication System Using Spatial Modulation", Asilomar Conference on Signals, Systems, and Computers, Pacific Gorve, CA, November 2021.
[C57] K. Stylianopoulos, N. Shlezinger, P. del Hougne, and G. C. Alexandropoulos "Deep Learning Configuration of Reconfigurable Intelligent Surfaces for Rich-Scattering Environments", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Marina Bay Sands, Singapore, May 2022.
[C58] E. Fishel, Y. C. Eldar, and N. Shlezinger, "Recovery of Noisy Pooled Tests via Learned Factor Graphs with Application to COVID-19 Testing", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Marina Bay Sands, Singapore, May 2022.
[C59] T. Zirtiloglu, N. Shlezinger, Y. C. Eldar, and R. T. Yazicigil, "Power-Efficient Hybrid MIMO Reciever with Task-Specific Beamforming Using Low-Resolution ADCs", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Marina Bay Sands, Singapore, May 2022.
[C60] B. Salafian, E. Fishel, N. Shlezinger, S. Ribaupierre, and N. Farsad, "CNN-Aided Factor Graphs with Estimated Mutual Information Features for Seizure Detection", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Marina Bay Sands, Singapore, May 2022.
[C61] I. Klein, G. Revach, N. Shlezinger, J. Mehr, R. J. G. van Sloun, and Y. C. Eldar, "Uncertainty in Data-Driven Kalman Filtering for Partially Known State-Space Models", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Marina Bay Sands, Singapore, May 2022.
[C62] X. Ni, G. Revach, N. Shlezinger, R. J. G. van Sloun, and Y. C. Eldar, "RTSNet: Deep Learning Aided Kalman Smoothing", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Marina Bay Sands, Singapore, May 2022.
[C63] P. Neuhaus, N. Shlezinger, M. Dorpinghaus, Y. C. Eldar, and G. Fettweis, "On the Acquisition of Stationary Signals Using Uniform ADCs", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Marina Bay Sands, Singapore, May 2022.
[C64] R. A. Finish, Y. Cohen, T. Raviv, and N. Shlezinger, "Symbol-Level Online Channel Tracking for Deep Receivers", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Marina Bay Sands, Singapore, May 2022.
[C65] J. Merkofer, G. Revach, N. Shlezinger, and R. J. G. van Sloun, "Deep Augmented MUSIC Algorithm for Data-Driven DoA Estimation", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Marina Bay Sands, Singapore, May 2022.
[C66] K. D. Katsanos, N. Shlezinger, M. F. Imani, and G. C. Alexandropoulos "Wideband Multi-User MIMO Communications with Frequency Selective RISs: Element Response Modeling and Sum-Rate Maximization", IEEE International Conference on Communications (ICC), Seoul, South Korea, May 2022.
[C67] N. Lang and N. Shlezinger, "Joint Privacy Enhancement and Quantization in Federated Learning", IEEE International Symposium on Information Theory (ISIT), Espoo, Finland, June 2022.
[C68] B. Wolff, T. Gafni, G. Revach, N. Shlezinger, and K. Cohen, "Composite Anomaly Detection via Hierarchical Dynamic Search", IEEE International Symposium on Information Theory (ISIT), Espoo, Finland, June 2022.
[C69] A. Cohen, A. Solomon, and N. Shlezinger, "DeepNP: Deep Learning-Based Noise Prediction for Ultra-Reliable Low-Latency Communications", IEEE International Symposium on Information Theory (ISIT), Espoo, Finland, June 2022.
[C70] H. Zhang, N. Shlezinger, F. Guidi, D. Dardari, M. F. Imani, and Y. C. Eldar, "Near-Field Wireless Power Transfer with Dynamic Metasurface Antennas", IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), Oulo, Finland, July 2022.
[C71] O. Agiv and N. Shlezinger, "Learn-to-Optimize for Rapid and Interpretable Hybrid Precoding", IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), Oulo, Finland, July 2022.
[C72] T. Raviv and N. Shlezinger, "Adaptive Data Augmentation for Deep Receivers", IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), Oulo, Finland, July 2022.
[C73] G. Revach, N. Shlezinger, T. Locher, X. Ni, R. J. G. van Sloun, and Y. C. Eldar, "Unsupervised Learned Kalman Filtering", European Signal Processing Conference (EUSIPCO), Belgrade, Serbia, September 2022.
[C74] B. Rubinstein, Y. Filin, N. Shlezinger, and N. Farsad, "Personalized Sleep State Classification via Learned Factor Graphs", European Signal Processing Conference (EUSIPCO), Belgrade, Serbia, September 2022.
[C75] R. Faqiri, C. Saigre-Tardif, G. C. Alexandropoulos, N. Shlezinger, M. F. Imani, and P. del Hougne, "End-to-End Fading Channel for RIS-Empowered Smart Wireless Environments", IEEE Global Communications Conference (GLOBECOM), Rio de Janeiro, Brazil, December 2022.
[C76] L. Daboush, N. Shlezinger, and T. Routtenberg, "Generative Versus Discriminative Data-Driven Graph Filtering of Random Graph Signals", Conference on Information Sciences and Systems (CISS), Baltimore, MA, March 2023.
[C77] W. Huang, H. Zhang, N. Shlezinger, and Yonina C. Eldar, "Joint Microstrip Selection and Beamforming Design for MmWave Systems with Dynamic Metasurface Antennas", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Rhodes, Greece, June 2023.
[C78] G. Sagi, N. Shlezinger, and T. Routtenberg, "Extended Kalman Filter for Graph Signals in Nonlinear Dynamic Systems", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Rhodes, Greece, June 2023.
[C79] N. Lang, E. Sofer, N. Shlezinger, R. G. L. D'Oliveira, and S. El Rouayheb, "CPA: Compressed Private Aggregation for Scalable Federated Learning over Massive Networks", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Rhodes, Greece, June 2023.
[C80] I. Buchnik, D. Steger, G. Revach, R. J. G. van Sloun, T. Routtenberg, and N. Shlezinger, "Learned Kalman Filtering in Latent Space with High-Dimensional Data", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Rhodes, Greece, June 2023.
[C81] S. Goldgraber Casspi, O. Husser, G. Revach, and N. Shlezinger, "LQGNet: Hybrid Model-Based and Data-Driven Linear Quadratic Stochastic Control", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Rhodes, Greece, June 2023.
[C82] D. H. Shmuel, J. P. Merkofer, G. Revach, R. J. G. van Sloun, and N. Shlezinger, "Deep Root MUSIC Algorithm for Data-Driven DoA Estimation", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Rhodes, Greece, June 2023.
[C83] Y. Noah and N. Shlezinger, "Distributed ADMM with Limited Communications via Deep Unfolding", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Rhodes, Greece, June 2023.
[C84] T. Locher, G. Revach, N. Shlezinger, R. J. G. van Sloun, and R. Vullings, "Hierarchical Filtering with Online Learned Priors for ECG Denoising", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Rhodes, Greece, June 2023.
[C85] H. Deng, G. Revach, H. Morgenstern, and N. Shlezinger, "KALMANBOT: KalmanNet-Aided Bollinger Bands for Pairs Trading", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Rhodes, Greece, June 2023.
[C86] S. Truzman, G. Revach, N. Shlezinger, and I. Klein, "Outlier-Insensitive Kalman Filtering using NUV Priors", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Rhodes, Greece, June 2023.
[C87] Q. Yang, A. Guerra, F. Guidi, N. Shlezinger, H. Zhang, D. Dardari, B. Wang, and Y. C. Eldar, "Near-field Localization with Dynamic Metasurface Antennas", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Rhodes, Greece, June 2023.
[C88] N. Nguyen, M. Ma, N. Shlezinger, Y. C. Eldar, A. L. Swindelhurst, and M. Juntti, "Deep Unfolding-Enabled Hybrid Beamforming Design for mmWave Massive MIMO Systems", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Rhodes, Greece, June 2023.
[C89] T. Raviv, S. Park, O. Simeone, and N. Shlezinger, "Modular Model-Based Bayesian Learning for Uncertainty-Aware and Reliable Deep MIMO Receivers", IEEE International Conference on Communications (ICC) Workshops, Rome, Italy, May 2023.
[C90] N. Nguyen, N. Shlezinger, K. H. Ngo, and M. Juntti, "Joint Communications and Sensing Design for Multi-Carrier MIMO Systems", IEEE Statistical Signal Processing Workshop (SSP), Hanoi, Vietnam, July 2023. Best Paper Award.
[C91] I. Buchnik, O. Berebi, T. Riklin Raviv, and N. Shlezinger, "Generating Artistic Images via Few-Shot Style Transfer", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) Workshops, Rhodes, Greece, June 2023.
[C92] M. Malka, S. Ginzach, and N. Shlezinger, "Learning Multi-Rate Vector Quantization for Remote Deep Inference", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) Workshops, Rhodes, Greece, June 2023.
[C93] E. Sofer and N. Shlezinger, "On the Interpretable Adversarial Sensitivity of Iterative Optimizers", IEEE International Workshop on Machine Learning for Signal Processing (MLSP), Rome, Italy, September 2023.
[C94] N. Nguyen, L. Nguyen, N. Shlezinger, A. L. Swindlehurst, and M. Juntti, "Fast Deep Unfolded Hybrid Beamforming in Multiuser Large MIMO Systems", Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, November 2023.
[C95] T. Alter and N. Shlezinger, "Deep Unfolded Superposition Coding Optimization for Two-Hop NOMA MANETs", IEEE Military Communication Conference (MILCOM), Boston, MA, November 2023.
[C96] T. Zirtiloglu, P. Crary, E. Tasci, A. Riaz, Y. C. Eldar, N. Shlezinger, and R. T. Yazicigil, "Task-Specific Low-Power Beamforming MIMO Receiver Using 2-Bit Analog-to-Digital Converters", IEEE Asian Solid-State Circuits Conference (A-SSCC), Haikou, China, November 2023.
[C97] E. Fishel, N. Tsarov, T. Tapiro, I. Nuri, and N. Shlezinger, "Learn to Track-Before-Detect via Neural Dynamic Programming", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Seoul, South Korea, April 2024.
[C98] M. Zhao, G. Revach, N. Shlezinger, and T. Routtenberg, "NUV-DOA: NUV Prior-based Bayesian Sparse Reconstruction with Spatial Filtering for Super-Resolution DoA Estimation", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Seoul, South Korea, April 2024.
[C99] Y. Gabay, N. Shlezinger, T. Routtenberg, Y. Ghasempour, G. C. Alexandropoulos, and Y. C. Eldar, "Leaky Waveguide Antennas for Downlink Wideband THz Communications", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Seoul, South Korea, April 2024.
[C100] Y. Dahan, G. Revach, J. Dunik, and N. Shlezinger, "Uncertainty Quantification in Deep Learning Based Kalman Filters", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Seoul, South Korea, April 2024.
[C101] X. Ni, G. Revach, and N. Shlezinger, "Adaptive KalmanNet: Data-Driven Kalman Filter with Fast Adaptation", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Seoul, South Korea, April 2024.
[C102] O. Levy and N. Shlezinger, "Rapid Hybrid Modular Receive Beamforming via Learned Optimization", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Seoul, South Korea, April 2024.
[C103] T. Vol, L. Danial, and N. Shlezinger, "Power-Aware Task-Based Learning of Neuromorphic ADCs", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Seoul, South Korea, April 2024.
[C104] N. Lang, I. Assaf, O. Bokobza, and N. Shlezinger, "Data-Driven Lattices for Vector Quantization", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Seoul, South Korea, April 2024.
[C105] T. Raviv, A. Goldmann, O. Vayner, N. Shlezinger, and Y. Beery, "CRC-Aided Learned Ensembles of Belief-Propagation Polar Decoders", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Seoul, South Korea, April 2024.