Federated Learning for Physical Layer Design

23 February 2021

Papers citing "Federated Learning for Physical Layer Design"

8 / 8 papers shown

Title
Distributed Learning in Wireless Networks: Recent Progress and Future Challenges Mingzhe Chen Deniz Gündüz Kaibin Huang Walid Saad M. Bennis Aneta Vulgarakis Feljan H. Vincent Poor 79 410 0 05 Apr 2021
Federated Dropout Learning for Hybrid Beamforming With Spatial Path Index Modulation In Multi-User mmWave-MIMO Systems Ahmet M. Elbir Sinem Coleri Kumar Vijay Mishra 38 12 0 15 Feb 2021
FedRec: Federated Learning of Universal Receivers over Fading Channels Mahdi Boloursaz Mashhadi Nir Shlezinger Yonina C. Eldar Deniz Gunduz FedML 38 15 0 14 Nov 2020
Hybrid Federated and Centralized Learning Ahmet M. Elbir Sinem Coleri Kumar Vijay Mishra FedML 35 15 0 13 Nov 2020
Federated Learning for Channel Estimation in Conventional and RIS-Assisted Massive MIMO Ahmet M. Elbir Sinem Coleri 60 131 0 25 Aug 2020
Federated Learning: Challenges, Methods, and Future Directions Tian Li Anit Kumar Sahu Ameet Talwalkar Virginia Smith FedML 109 4,496 0 21 Aug 2019
Deep Learning for Physical-Layer 5G Wireless Techniques: Opportunities, Challenges and Solutions Hongji Huang Song Guo Guan Gui Zhen Yang Jianhua Zhang H. Sari F. Adachi AI4CE 45 337 0 21 Apr 2019
Communication-Efficient Learning of Deep Networks from Decentralized Data H. B. McMahan Eider Moore Daniel Ramage S. Hampson Blaise Agüera y Arcas FedML 380 17,437 0 17 Feb 2016