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ORCIDYonina C. Eldar
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- affiliation: Technion - Israel Institute of Technology, Haifa, Israel
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2020 – today
- 2023
[j301]Diana Cristina González
, Claudio Ferreira Dias, Eduardo Rodrigues de Lima, Yonina C. Eldar, Muriel Médard, Michel Daoud Yacoub:
Interception Probability Versus Capacity in Wideband Systems: The Benefits of Peaky Signaling. IEEE Access 11: 24986-24994 (2023)- [j300]Haiyang Zhang, Nir Shlezinger, Francesco Guidi, Davide Dardari, Yonina C. Eldar:
6G Wireless Communications: From Far-Field Beam Steering to Near-Field Beam Focusing. IEEE Commun. Mag. 61(4): 72-77 (2023) - [j299]Xuanyu Cao, Tamer Basar, Suhas N. Diggavi, Yonina C. Eldar, Khaled B. Letaief, H. Vincent Poor, Junshan Zhang:
Guest Editorial Communication-Efficient Distributed Learning Over Networks. IEEE J. Sel. Areas Commun. 41(4): 845-850 (2023) - [j298]Xuanyu Cao, Tamer Basar, Suhas N. Diggavi, Yonina C. Eldar, Khaled B. Letaief, H. Vincent Poor, Junshan Zhang:
Communication-Efficient Distributed Learning: An Overview. IEEE J. Sel. Areas Commun. 41(4): 851-873 (2023) - [j297]Wei Xu, Derrick Wing Kwan Ng, Marco Levorato, Yonina C. Eldar, Mérouane Debbah:
Guest Editorial Distributed Signal Processing for Edge Learning in B5G IoT Networks. IEEE J. Sel. Top. Signal Process. 17(1): 3-8 (2023) - [j296]Wei Xu, Zhaohui Yang, Derrick Wing Kwan Ng, Marco Levorato, Yonina C. Eldar, Mérouane Debbah:
Edge Learning for B5G Networks With Distributed Signal Processing: Semantic Communication, Edge Computing, and Wireless Sensing. IEEE J. Sel. Top. Signal Process. 17(1): 9-39 (2023) - [j295]Nir Shlezinger, Jay Whang, Yonina C. Eldar, Alexandros G. Dimakis:
Model-Based Deep Learning. Proc. IEEE 111(5): 465-499 (2023) - [j294]Ruihua Han, Shuai Wang, Shuaijun Wang, Zeqing Zhang, Qianru Zhang, Yonina C. Eldar, Qi Hao, Jia Pan:
RDA: An Accelerated Collision Free Motion Planner for Autonomous Navigation in Cluttered Environments. IEEE Robotics Autom. Lett. 8(3): 1715-1722 (2023) - [j293]Rui Guo, Tianyao Huang, Maokun Li, Haiyang Zhang, Yonina C. Eldar:
Physics-Embedded Machine Learning for Electromagnetic Data Imaging: Examining three types of data-driven imaging methods. IEEE Signal Process. Mag. 40(2): 18-31 (2023) - [j292]Haiyang Zhang, Nir Shlezinger, George C. Alexandropoulos, Avner Shultzman, Idban Alamzadeh, Mohammadreza F. Imani, Yonina C. Eldar:
Channel Estimation With Hybrid Reconfigurable Intelligent Metasurfaces. IEEE Trans. Commun. 71(4): 2441-2456 (2023) - [j291]Jianjun Wang, Jingyao Hou, Yonina C. Eldar:
Tensor Robust Principal Component Analysis From Multilevel Quantized Observations. IEEE Trans. Inf. Theory 69(1): 383-406 (2023) - [j290]Zixiang Yang, Qing Shen, Wei Liu, Yonina C. Eldar, Wei Cui:
High-Order Cumulants Based Sparse Array Design Via Fractal Geometries - Part I: Structures and DOFs. IEEE Trans. Signal Process. 71: 327-342 (2023) - [j289]Zixiang Yang, Qing Shen, Wei Liu, Yonina C. Eldar, Wei Cui:
High-Order Cumulants Based Sparse Array Design Via Fractal Geometries - Part II: Robustness and Mutual Coupling. IEEE Trans. Signal Process. 71: 343-357 (2023) - [j288]Junya Hara, Yuichi Tanaka, Yonina C. Eldar:
Graph Signal Sampling Under Stochastic Priors. IEEE Trans. Signal Process. 71: 1421-1434 (2023) - [j287]Neil Irwin Bernardo, Jingge Zhu, Yonina C. Eldar, Jamie S. Evans:
Design and Analysis of Hardware-Limited Non-Uniform Task-Based Quantizers. IEEE Trans. Signal Process. 71: 1551-1562 (2023) - [j286]Lei Xie, Shenghui Song, Yonina C. Eldar, Khaled B. Letaief:
Collaborative Sensing in Perceptive Mobile Networks: Opportunities and Challenges. IEEE Wirel. Commun. 30(1): 16-23 (2023) - [i277]Xin Zhang, Shenghui Song, Yonina C. Eldar:
Secrecy Analysis for MISO Broadcast Systems with Regularized Zero-Forcing Precoding. CoRR abs/2301.11515 (2023) - [i276]Zhenyao He, Wei Xu, Hong Shen, Derrick Wing Kwan Ng, Yonina C. Eldar, Xiaohu You:
Integrated sensing and full-duplex communication: Joint transceiver beamforming and power allocation. CoRR abs/2302.09469 (2023) - [i275]Nhan Thanh Nguyen, Mengyuan Ma, Nir Shlezinger, Yonina C. Eldar, A. Lee Swindlehurst, Markku J. Juntti:
Deep Unfolding Hybrid Beamforming Designs for THz Massive MIMO Systems. CoRR abs/2302.12041 (2023) - [i274]Nir Shlezinger, Mengyuan Ma, Ortal Lavi, Nhan Thanh Nguyen, Yonina C. Eldar, Markku J. Juntti:
AI-Empowered Hybrid MIMO Beamforming. CoRR abs/2303.01723 (2023) - [i273]Emil Björnson, Yonina C. Eldar, Erik G. Larsson, Angel Lozano, H. Vincent Poor:
25 Years of Signal Processing Advances for Multiantenna Communications. CoRR abs/2304.02677 (2023) - [i272]Avner Shultzman, Eyar Azar, Miguel R. D. Rodrigues, Yonina C. Eldar:
Generalization and Estimation Error Bounds for Model-based Neural Networks. CoRR abs/2304.09802 (2023) - [i271]Zhanwei Wang, Kaibin Huang, Yonina C. Eldar:
Spectrum Breathing: Protecting Over-the-Air Federated Learning Against Interference. CoRR abs/2305.05933 (2023) - [i270]Tomer Raviv, Sangwoo Park, Osvaldo Simeone, Yonina C. Eldar, Nir Shlezinger:
Adaptive and Flexible Model-Based AI for Deep Receivers in Dynamic Channels. CoRR abs/2305.07309 (2023) - 2022
- [j285]Nir Shlezinger, Yonina C. Eldar, Stephen P. Boyd:
Model-Based Deep Learning: On the Intersection of Deep Learning and Optimization. IEEE Access 10: 115384-115398 (2022) - [j284]Haiyang Zhang, Nir Shlezinger, Francesco Guidi, Davide Dardari, Mohammadreza F. Imani, Yonina C. Eldar:
Near-Field Wireless Power Transfer for 6G Internet of Everything Mobile Networks: Opportunities and Challenges. IEEE Commun. Mag. 60(3): 12-18 (2022) - [j283]Wanli Ni, Yuanwei Liu, Yonina C. Eldar, Zhaohui Yang, Hui Tian:
STAR-RIS Integrated Nonorthogonal Multiple Access and Over-the-Air Federated Learning: Framework, Analysis, and Optimization. IEEE Internet Things J. 9(18): 17136-17156 (2022) - [j282]Rami Nasser, Yonina C. Eldar, Roded Sharan:
Deep Unfolding for Non-Negative Matrix Factorization with Application to Mutational Signature Analysis. J. Comput. Biol. 29(1): 45-55 (2022) - [j281]Qiyu Hu, Yunlong Cai, Kai Kang, Guanding Yu, Jakob Hoydis, Yonina C. Eldar:
Two-Timescale End-to-End Learning for Channel Acquisition and Hybrid Precoding. IEEE J. Sel. Areas Commun. 40(1): 163-181 (2022) - [j280]Fan Liu, Christos Masouros, Jie Xu, Tony Xiao Han, Aboulnasr Hassanien, Yonina C. Eldar, Stefano Buzzi:
Guest Editorial Special Issue on Integrated Sensing and Communication - Part I. IEEE J. Sel. Areas Commun. 40(6): 1723-1727 (2022) - [j279]Fan Liu, Yuanhao Cui, Christos Masouros, Jie Xu, Tony Xiao Han, Yonina C. Eldar, Stefano Buzzi:
Integrated Sensing and Communications: Toward Dual-Functional Wireless Networks for 6G and Beyond. IEEE J. Sel. Areas Commun. 40(6): 1728-1767 (2022) - [j278]Fan Liu, Christos Masouros, Jie Xu, Tony Xiao Han, Aboulnasr Hassanien, Yonina C. Eldar, Stefano Buzzi:
Guest Editorial Special Issue on Integrated Sensing and Communication - Part II. IEEE J. Sel. Areas Commun. 40(7): 2007-2010 (2022) - [j277]Kai Kang, Qiyu Hu, Yunlong Cai, Guanding Yu, Jakob Hoydis, Yonina C. Eldar:
Mixed-Timescale Deep-Unfolding for Joint Channel Estimation and Hybrid Beamforming. IEEE J. Sel. Areas Commun. 40(9): 2510-2528 (2022) - [j276]Jonathan Scarlett, Reinhard Heckel, Miguel R. D. Rodrigues, Paul Hand, Yonina C. Eldar:
Theoretical Perspectives on Deep Learning Methods in Inverse Problems. IEEE J. Sel. Areas Inf. Theory 3(3): 433-453 (2022) - [j275]Björn W. Schuller, Yonina C. Eldar, Maja Pantic, Shrikanth Narayanan, Tuomas Virtanen, Jianhua Tao:
Editorial: Intelligent Signal Analysis for Contagious Virus Diseases. IEEE J. Sel. Top. Signal Process. 16(2): 159-163 (2022) - [j274]Yair Ben Sahel, John P. Bryan, Brian Cleary, Samouil L. Farhi, Yonina C. Eldar:
Deep Unrolled Recovery in Sparse Biological Imaging: Achieving fast, accurate results. IEEE Signal Process. Mag. 39(2): 45-57 (2022) - [j273]Tomer Gafni, Nir Shlezinger, Kobi Cohen, Yonina C. Eldar, H. Vincent Poor:
Federated Learning: A signal processing perspective. IEEE Signal Process. Mag. 39(3): 14-41 (2022) - [j272]Avner Shultzman, Yonina C. Eldar:
Nonlinear Waveform Inversion for Quantitative Ultrasound. IEEE Trans. Computational Imaging 8: 893-904 (2022) - [j271]Abbas Khalili, Farhad Shirani, Elza Erkip, Yonina C. Eldar:
MIMO Networks With One-Bit ADCs: Receiver Design and Communication Strategies. IEEE Trans. Commun. 70(3): 1580-1594 (2022) - [j270]Neil Irwin Bernardo, Jingge Zhu, Yonina C. Eldar, Jamie S. Evans:
Capacity Bounds for One-Bit MIMO Gaussian Channels With Analog Combining. IEEE Trans. Commun. 70(11): 7224-7239 (2022) - [j269]Spencer A. Markowitz, Corey Snyder, Yonina C. Eldar, Minh N. Do:
Multimodal Unrolled Robust PCA for Background Foreground Separation. IEEE Trans. Image Process. 31: 3553-3564 (2022) - [j268]Oz 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:
Integrating Domain Knowledge Into Deep Networks for Lung Ultrasound With Applications to COVID-19. IEEE Trans. Medical Imaging 41(3): 571-581 (2022) - [j267]Fan Liu, Ya-Feng Liu, Ang Li, Christos Masouros, Yonina C. Eldar:
Cramér-Rao Bound Optimization for Joint Radar-Communication Beamforming. IEEE Trans. Signal Process. 70: 240-253 (2022) - [j266]Nir Shlezinger, Nariman Farsad, Yonina C. Eldar, Andrea J. Goldsmith:
Learned Factor Graphs for Inference From Stationary Time Sequences. IEEE Trans. Signal Process. 70: 366-380 (2022) - [j265]Guy Revach, Nir Shlezinger, Xiaoyong Ni, Adrià López Escoriza, Ruud J. G. van Sloun, Yonina C. Eldar:
KalmanNet: Neural Network Aided Kalman Filtering for Partially Known Dynamics. IEEE Trans. Signal Process. 70: 1532-1547 (2022) - [j264]Hoi-To Wai, Yonina C. Eldar, Asuman E. Ozdaglar, Anna Scaglione:
Community Inference From Partially Observed Graph Signals: Algorithms and Analysis. IEEE Trans. Signal Process. 70: 2136-2151 (2022) - [j263]Ariel Kroizer, Tirza Routtenberg, Yonina C. Eldar:
Bayesian Estimation of Graph Signals. IEEE Trans. Signal Process. 70: 2207-2223 (2022) - [j262]Hila Naaman, Satish Mulleti, Yonina C. Eldar:
FRI-TEM: Time Encoding Sampling of Finite-Rate-of-Innovation Signals. IEEE Trans. Signal Process. 70: 2267-2279 (2022) - [j261]Xinyi Wei, Hans Van Gorp, Lizeth Gonzalez-Carabarin, Daniel Freedman, Yonina C. Eldar, Ruud J. G. van Sloun:
Deep Unfolding With Normalizing Flow Priors for Inverse Problems. IEEE Trans. Signal Process. 70: 2962-2971 (2022) - [j260]Masatoshi Nagahama, Koki Yamada, Yuichi Tanaka, Stanley H. Chan, Yonina C. Eldar:
Graph Signal Restoration Using Nested Deep Algorithm Unrolling. IEEE Trans. Signal Process. 70: 3296-3311 (2022) - [j259]Pei Li, Nir Shlezinger, Haiyang Zhang, Baoyun Wang, Yonina C. Eldar:
Graph Signal Compression by Joint Quantization and Sampling. IEEE Trans. Signal Process. 70: 4512-4527 (2022) - [j258]Nir Shlezinger, Ariel Amar, Ben Luijten, Ruud J. G. van Sloun, Yonina C. Eldar:
Deep Task-Based Analog-to-Digital Conversion. IEEE Trans. Signal Process. 70: 6021-6034 (2022) - [j257]Xiang Zhang, Lei Yu, Gang Zheng, Yonina C. Eldar:
Spiking Sparse Recovery With Non-Convex Penalties. IEEE Trans. Signal Process. 70: 6272-6285 (2022) - [j256]Tianyi Liu, Andreas M. Tillmann, Yang Yang, Yonina C. Eldar, Marius Pesavento:
Extended Successive Convex Approximation for Phase Retrieval With Dictionary Learning. IEEE Trans. Signal Process. 70: 6300-6315 (2022) - [j255]Thien Van Luong, Nir Shlezinger, Chao Xu, Tiep Minh Hoang, Yonina C. Eldar, Lajos Hanzo:
Deep Learning Based Successive Interference Cancellation for the Non-Orthogonal Downlink. IEEE Trans. Veh. Technol. 71(11): 11876-11888 (2022) - [j254]Haiyang Zhang, Nir Shlezinger, Francesco Guidi, Davide Dardari, Mohammadreza F. Imani, Yonina C. Eldar:
Beam Focusing for Near-Field Multiuser MIMO Communications. IEEE Trans. Wirel. Commun. 21(9): 7476-7490 (2022) - [c295]Tomer Gafni, Kobi Cohen, Yonina C. Eldar:
CoBAAF: Controlled Bayesian Air Aggregation Federated Learning from Heterogeneous Data. Allerton 2022: 1-4 - [c294]Geon Park, Jaehong Yoon, Haiyang Zhang, Xing Zhang, Sung Ju Hwang, Yonina C. Eldar:
BiTAT: Neural Network Binarization with Task-Dependent Aggregated Transformation. ECCV Workshops (7) 2022: 50-66 - [c293]Kai Kang, Qiyu Hu, Yunlong Cai, Guanding Yu, Jakob Hoydis, Yonina C. Eldar:
Joint Channel Estimation and Hybrid Beamforming via Deep-Unfolding. EUSIPCO 2022: 658-662 - [c292]Guy Revach, Nir Shlezinger, Timur Locher, Xiaoyong Ni, Ruud J. G. van Sloun, Yonina C. Eldar:
Unsupervised Learned Kalman Filtering. EUSIPCO 2022: 1571-1575 - [c291]Xianxin Song, Jie Xu, Fan Liu, Tony Xiao Han, Yonina C. Eldar:
Intelligent Reflecting Surface Enabled Sensing: Cramér-Rao Lower Bound optimization. GLOBECOM (Workshops) 2022: 413-418 - [c290]Nishith Chennakeshava, Tristan S. W. Stevens, Frederik J. de Bruijn, Andrew Hancock, Martin Pekar, Yonina C. Eldar, Massimo Mischi, Ruud J. G. van Sloun:
Deep Proximal Unfolding For Image Recovery from Under-Sampled Channel Data in Intravascular Ultrasound. ICASSP 2022: 1221-1225 - [c289]Xinyi Wei, Hans Van Gorp, Lizeth Gonzalez-Carabarin, Daniel Freedman, Yonina C. Eldar, Ruud J. G. van Sloun:
Image Denoising with Deep Unfolding And Normalizing Flows. ICASSP 2022: 1551-1555 - [c288]Itzik Klein, Guy Revach, Nir Shlezinger, Jonas E. Mehr, Ruud J. G. van Sloun, Yonina C. Eldar:
Uncertainty in Data-Driven Kalman Filtering for Partially Known State-Space Models. ICASSP 2022: 3194-3198 - [c287]Satish Mulleti, Haiyang Zhang, Yonina C. Eldar:
Learning to Sample for Sparse Signals. ICASSP 2022: 3363-3367 - [c286]Eyal Fishel Ben-Knaan, Yonina C. Eldar, Nir Shlezinger:
Recovery of Noisy Pooled Tests via Learned Factor Graphs with Application to COVID-19 Testing. ICASSP 2022: 4518-4522 - [c285]Timur Zirtiloglu, Nir Shlezinger, Yonina C. Eldar, Rabia Tugce Yazicigil:
Power-Efficient Hybrid MIMO Receiver with Task-Specific Beamforming using Low-Resolution ADCs. ICASSP 2022: 5338-5342 - [c284]Peter Neuhaus, Nir Shlezinger, Meik Dörpinghaus, Yonina C. Eldar, Gerhard P. Fettweis:
On the Acquisition of Stationary Signals Using Uniform ADCS. ICASSP 2022: 5518-5522 - [c283]Eyar Azar, Satish Mulleti, Yonina C. Eldar:
Residual Recovery Algorithm for Modulo Sampling. ICASSP 2022: 5722-5726 - [c282]Xiaoyong Ni, Guy Revach, Nir Shlezinger, Ruud J. G. van Sloun, Yonina C. Eldar:
RTSNet: Deep Learning Aided Kalman Smoothing. ICASSP 2022: 5902-5906 - [c281]Wei Pu, Yonina C. Eldar, Miguel R. D. Rodrigues:
Optimization Guarantees for ISTA and ADMM Based Unfolded Networks. ICASSP 2022: 8687-8691 - [c280]Xiang Liu, Tianyao Huang, Yimin Liu, Yonina C. Eldar:
Transmit Beamforming with Fixed Covariance for Integrated MIMO Radar and Multiuser Communications. ICASSP 2022: 8732-8736 - [c279]Wanli Ni, Yuanwei Liu, Hui Tian, Yonina C. Eldar, Kaibin Huang:
SemiFL: Semi-Federated Learning Empowered by Simultaneously Transmitting and Reflecting Reconfigurable Intelligent Surface. ICC 2022: 5104-5109 - [c278]Tzvi Diskin, Yonina C. Eldar, Ami Wiesel:
Learning Minimum Variance Unbiased Estimators. SAM 2022: 166-170 - [c277]Sandipan Das, Alireza M. Javid, Prakash Borpatra Gohain, Yonina C. Eldar, Saikat Chatterjee:
Neural Greedy Pursuit for Feature Selection. IJCNN 2022: 1-7 - [c276]Yujia Mu, Cong Shen, Yonina C. Eldar:
Optimizing Federated Averaging over Fading Channels. ISIT 2022: 1277-1281 - [c275]Hila Naaman, Satish Mulleti, Yonina C. Eldar:
Uniqueness and Robustness of Tem-Based FRI Sampling. ISIT 2022: 2631-2636 - [c274]Kathleen Yang, Diana Cristina González, Yonina C. Eldar, Muriel Médard:
A Sequence-Based Compressed Sensing Receiver for Impulsive Frequency Shift Keying. SPAWC 2022: 1-5 - [c273]Haiyang Zhang, Nir Shlezinger, Francesco Guidi, Davide Dardari, Mohammadreza F. Imani, Yonina C. Eldar:
Near-Field Wireless Power Transfer with Dynamic Metasurface Antennas. SPAWC 2022: 1-5 - [c272]Shady Abu Hussein, Tom Tirer, Se Young Chun, Yonina C. Eldar, Raja Giryes:
Image Restoration by Deep Projected GSURE. WACV 2022: 91-100 - [i269]Nir Shlezinger, Ariel Amar, Ben Luijten, Ruud J. G. van Sloun, Yonina C. Eldar:
Deep Task-Based Analog-to-Digital Conversion. CoRR abs/2201.12634 (2022) - [i268]Peter Neuhaus, Nir Shlezinger, Meik Dörpinghaus, Yonina C. Eldar, Gerhard P. Fettweis:
On the Acquisition of Stationary Signals Using Uniform ADCs. CoRR abs/2202.05143 (2022) - [i267]Tomer Raviv, Sangwoo Park, Osvaldo Simeone, Yonina C. Eldar, Nir Shlezinger:
Online Meta-Learning For Hybrid Model-Based Deep Receivers. CoRR abs/2203.14359 (2022) - [i266]Jiahao Huang, Yingying Fang, Yang Nan, Huanjun Wu, Yinzhe Wu, Zhifan Gao, Yang Li, Zidong Wang, Pietro Liò, Daniel Rueckert, Yonina C. Eldar, Guang Yang:
Data and Physics Driven Learning Models for Fast MRI - Fundamentals and Methodologies from CNN, GAN to Attention and Transformers. CoRR abs/2204.01706 (2022) - [i265]Neil Irwin Bernardo, Jingge Zhu, Yonina C. Eldar, Jamie S. Evans:
Capacity Bounds for One-Bit MIMO Gaussian Channels with Analog Combining. CoRR abs/2204.04033 (2022) - [i264]Ben Luijten, Nishith Chennakeshava, Yonina C. Eldar, Massimo Mischi, Ruud J. G. van Sloun:
Ultrasound Signal Processing: From Models to Deep Learning. CoRR abs/2204.04466 (2022) - [i263]Xianxin Song, Jie Xu, Fan Liu, Tony Xiao Han, Yonina C. Eldar:
Intelligent Reflecting Surface Enabled Sensing: Cramér-Rao Lower Bound Optimization. CoRR abs/2204.11071 (2022) - [i262]Nir Shlezinger, Yonina C. Eldar, Stephen P. Boyd:
Model-Based Deep Learning: On the Intersection of Deep Learning and Optimization. CoRR abs/2205.02640 (2022) - [i261]Yonathan Eder, Yonina C. Eldar:
Sparsity Based Non-Contact Vital Signs Monitoring of Multiple People Via FMCW Radar. CoRR abs/2205.05152 (2022) - [i260]Lei Xie, Shenghui Song, Yonina C. Eldar, Khaled B. Letaief:
Collaborative Sensing in Perceptive Mobile Networks: Opportunities and Challenges. CoRR abs/2205.15805 (2022) - [i259]Wei Xu, Zhaohui Yang, Derrick Wing Kwan Ng, Marco Levorato, Yonina C. Eldar, Mérouane Debbah:
Edge Learning for B5G Networks with Distributed Signal Processing: Semantic Communication, Edge Computing, and Wireless Sensing. CoRR abs/2206.00422 (2022) - [i258]Shuai Wang, Chengyang Li, Qi Hao, Chengzhong Xu, Derrick Wing Kwan Ng, Yonina C. Eldar, H. Vincent Poor:
Federated Deep Learning Meets Autonomous Vehicle Perception: Design and Verification. CoRR abs/2206.01748 (2022) - [i257]Kai Kang, Qiyu Hu, Yunlong Cai, Guanding Yu, Jakob Hoydis, Yonina C. Eldar:
Mixed-Timescale Deep-Unfolding for Joint Channel Estimation and Hybrid Beamforming. CoRR abs/2206.03755 (2022) - [i256]Haiyang Zhang, Nir Shlezinger, George C. Alexandropoulos, Idban Alamzadeh, Mohammadreza F. Imani, Yonina C. Eldar:
Channel Estimation with Hybrid Reconfigurable Intelligent Metasurfaces. CoRR abs/2206.03913 (2022) - [i255]R. S. Prasobh Sankar, Sundeep Prabhakar Chepuri, Yonina C. Eldar:
Beamforming in Integrated Sensing and Communication Systems with Reconfigurable Intelligent Surfaces. CoRR abs/2206.07679 (2022) - [i254]Jonathan Scarlett, Reinhard Heckel, Miguel R. D. Rodrigues, Paul Hand, Yonina C. Eldar:
Theoretical Perspectives on Deep Learning Methods in Inverse Problems. CoRR abs/2206.14373 (2022) - [i253]Dingzhu Wen, Peixi Liu, Guangxu Zhu, Yuanming Shi, Jie Xu, Yonina C. Eldar, Shuguang Cui:
Task-Oriented Sensing, Computation, and Communication Integration for Multi-Device Edge AI. CoRR abs/2207.00969 (2022) - [i252]Geon Park, Jaehong Yoon, Haiyang Zhang, Xing Zhang, Sung Ju Hwang, Yonina C. Eldar:
BiTAT: Neural Network Binarization with Task-dependent Aggregated Transformation. CoRR abs/2207.01394 (2022) - [i251]Xianxin Song, Jie Xu, Fan Liu, Tony Xiao Han, Yonina C. Eldar:
Intelligent Reflecting Surface Enabled Sensing: Cramér-Rao Bound Optimization. CoRR abs/2207.05611 (2022) - [i250]Sandipan Das, Alireza M. Javid, Prakash Borpatra Gohain, Yonina C. Eldar, Saikat Chatterjee:
Neural Greedy Pursuit for Feature Selection. CoRR abs/2207.09390 (2022) - [i249]Rui Guo, Tianyao Huang, Maokun Li, Haiyang Zhang, Yonina C. Eldar:
Physics Embedded Machine Learning for Electromagnetic Data Imaging. CoRR abs/2207.12607 (2022) - [i248]Thien Van Luong, Nir Shlezinger, Chao Xu, Tiep Minh Hoang, Yonina C. Eldar, Lajos Hanzo:
Deep Learning Based Successive Interference Cancellation for the Non-Orthogonal Downlink. CoRR abs/2207.14468 (2022) - [i247]Zhengdao Yuan, Qinghua Guo, Yonina C. Eldar, Yonghui Li:
Unitary Approximate Message Passing for Matrix Factorization. CoRR abs/2208.00422 (2022) - [i246]Bahareh Tolooshams, Satish Mulleti, Demba E. Ba, Yonina C. Eldar:
Learning Filter-Based Compressed Blind-Deconvolution. CoRR abs/2209.14165 (2022) - [i245]Ruihua Han, Shuai Wang, Shuaijun Wang, Zeqing Zhang, Qianru Zhang, Yonina C. Eldar, Qi Hao, Jia Pan:
RDA: An Accelerated Collision-free Motion Planner for Autonomous Navigation in Cluttered Environments. CoRR abs/2210.00192 (2022) - [i244]Dawei Gao, Qinghua Guo, Guisheng Liao, Yonina C. Eldar, Yonghui Li, Yanguang Yu, Branka Vucetic:
Signal Detection in MIMO Systems with Hardware Imperfections: Message Passing on Neural Networks. CoRR abs/2210.03911 (2022) - [i243]Rui Ye, Zhenyang Ni, Chenxin Xu, Jianyu Wang, Siheng Chen, Yonina C. Eldar:
FedFM: Anchor-based Feature Matching for Data Heterogeneity in Federated Learning. CoRR abs/2210.07615 (2022) - [i242]Geon Choi, Jeonghun Park, Nir Shlezinger, Yonina C. Eldar, Namyoon Lee:
Split-KalmanNet: A Robust Model-Based Deep Learning Approach for SLAM. CoRR abs/2210.09636 (2022) - [i241]Saar Tarnopolsky, Hila Naaman, Yonina C. Eldar, Alejandro Cohen:
Compressed IF-TEM: Time Encoding Analog-To-Digital Compression. CoRR abs/2210.17544 (2022) - [i240]Zhenyao He, Wei Xu, Hong Shen, Derrick Wing Kwan Ng, Yonina C. Eldar, Xiaohu You:
Full-Duplex Communication for ISAC: Joint Beamforming and Power Optimization. CoRR abs/2211.00229 (2022)