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Hybrid Reconfigurable Intelligent Metasurfaces: Enabling Simultaneous Tunable Reflections and Sensing for 6G Wireless Communications


Apr 10, 2021
George C. Alexandropoulos, Nir Shlezinger, Idban Alamzadeh, Mohammadreza F. Imani, Haiyang Zhang, Yonina C. Eldar

* 7 pages, 6 figures, submitted to an IEEE magazine 

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Federated Learning: A Signal Processing Perspective


Mar 31, 2021
Tomer Gafni, Nir Shlezinger, Kobi Cohen, Yonina C. Eldar, H. Vincent Poor

* 25 pages, 15 figures 

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Meta-ViterbiNet: Online Meta-Learned Viterbi Equalization for Non-Stationary Channels


Mar 24, 2021
Tomer Raviv, Sangwoo Park, Nir Shlezinger, Osvaldo Simeone, Yonina C. Eldar, Joonhyuk Kang


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LoRD-Net: Unfolded Deep Detection Network with Low-Resolution Receivers


Feb 05, 2021
Shahin Khobahi, Nir Shlezinger, Mojtaba Soltanalian, Yonina C. Eldar


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Model-Based Machine Learning for Communications


Jan 12, 2021
Nir Shlezinger, Nariman Farsad, Yonina C. Eldar, Andrea J. Goldsmith

* arXiv admin note: text overlap with arXiv:2002.07806 

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Model-Based Deep Learning


Dec 15, 2020
Nir Shlezinger, Jay Whang, Yonina C. Eldar, Alexandros G. Dimakis


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Over-the-Air Federated Learning from Heterogeneous Data


Oct 02, 2020
Tomer Sery, Nir Shlezinger, Kobi Cohen, Yonina C. Eldar

* 15 pages, 8 figures. Part of the results were accepted to be presented in the 2020 IEEE Global Communications Conference (GLOBECOM) 

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UVeQFed: Universal Vector Quantization for Federated Learning


Jun 05, 2020
Nir Shlezinger, Mingzhe Chen, Yonina C. Eldar, H. Vincent Poor, Shuguang Cui


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Inference from Stationary Time Sequences via Learned Factor Graphs


Jun 05, 2020
Nir Shlezinger, Nariman Farsad, Yonina C. Eldar, Andrea J. Goldsmith


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Data-Driven Symbol Detection via Model-Based Machine Learning


Feb 14, 2020
Nariman Farsad, Nir Shlezinger, Andrea J. Goldsmith, Yonina C. Eldar

* arXiv admin note: text overlap with arXiv:1905.10750 

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DeepSIC: Deep Soft Interference Cancellation for Multiuser MIMO Detection


Feb 08, 2020
Nir Shlezinger, Rong Fu, Yonina C. Eldar


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Data-Driven Factor Graphs for Deep Symbol Detection


Jan 31, 2020
Nir Shlezinger, Nariman Farsad, Yonina C. Eldar, Andrea J. Goldsmith


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Deep Task-Based Quantization


Aug 01, 2019
Nir Shlezinger, Yonina C. Eldar


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Deep Neural Network Symbol Detection for Millimeter Wave Communications


Jul 25, 2019
Yun Liao, Nariman Farsad, Nir Shlezinger, Yonina C. Eldar, Andrea J. Goldsmith


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ViterbiNet: A Deep Learning Based Viterbi Algorithm for Symbol Detection


May 26, 2019
Nir Shlezinger, Nariman Farsad, Yonina C. Eldar, Andrea J. Goldsmith


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