Communication Efficient Federated Learning over Multiple Access Channels

23 January 2020

Papers citing "Communication Efficient Federated Learning over Multiple Access Channels"

21 / 21 papers shown

Title
Communication-Efficient Federated Learning with Adaptive Compression under Dynamic Bandwidth Zhuansun Ying Dandan Li Xiaohong Huang Caijun Sun FedML 22 0 0 06 May 2024
Fundamental Limits of Distributed Optimization over Multiple Access Channel Shubham K. Jha 17 1 0 05 Oct 2023
Over-The-Air Federated Learning Over Scalable Cell-free Massive MIMO Houssem Sifaou Geoffrey Ye Li 45 12 0 13 Dec 2022
Over-the-Air Federated Learning via Second-Order Optimization Peng Yang Yuning Jiang Ting Wang Yong Zhou Yuanming Shi Colin N. Jones 45 28 0 29 Mar 2022
Wireless Quantized Federated Learning: A Joint Computation and Communication Design Pavlos S. Bouzinis P. Diamantoulakis G. Karagiannidis MQ FedML 29 31 0 11 Mar 2022
Fundamental limits of over-the-air optimization: Are analog schemes optimal? Shubham K. Jha Prathamesh Mayekar Himanshu Tyagi 24 7 0 11 Sep 2021
Accelerated Gradient Descent Learning over Multiple Access Fading Channels Raz Paul Yuval Friedman Kobi Cohen 27 30 0 26 Jul 2021
Federated Learning with Downlink Device Selection M. Amiri Sanjeev R. Kulkarni H. Vincent Poor FedML 18 9 0 07 Jul 2021
Enabling Long-Term Cooperation in Cross-Silo Federated Learning: A Repeated Game Perspective Ning Zhang Qian Ma Xu Chen FedML 24 50 0 22 Jun 2021
Linear Regression over Networks with Communication Guarantees Konstantinos Gatsis 19 3 0 06 Mar 2021
Adaptive Scheduling for Machine Learning Tasks over Networks Konstantinos Gatsis 24 3 0 25 Jan 2021
Timely Communication in Federated Learning Baturalp Buyukates S. Ulukus FedML 37 39 0 31 Dec 2020
Wireless Distributed Edge Learning: How Many Edge Devices Do We Need? Jaeyoung Song Marios Kountouris 8 16 0 22 Nov 2020
Blind Federated Edge Learning M. Amiri T. Duman Deniz Gunduz Sanjeev R. Kulkarni H. Vincent Poor 78 92 0 19 Oct 2020
Over-the-Air Federated Learning from Heterogeneous Data Tomer Sery Nir Shlezinger Kobi Cohen Yonina C. Eldar FedML 22 195 0 27 Sep 2020
Convergence of Federated Learning over a Noisy Downlink M. Amiri Deniz Gunduz Sanjeev R. Kulkarni H. Vincent Poor FedML 8 74 0 25 Aug 2020
Efficient Federated Learning over Multiple Access Channel with Differential Privacy Constraints Amir Sonee Stefano Rini 11 16 0 15 May 2020
Communication Efficient Federated Learning with Energy Awareness over Wireless Networks Richeng Jin Xiaofan He H. Dai 36 25 0 15 Apr 2020
Communication-Efficient Edge AI: Algorithms and Systems Yuanming Shi Kai Yang Tao Jiang Jun Zhang Khaled B. Letaief GNN 17 326 0 22 Feb 2020
Convergence of Update Aware Device Scheduling for Federated Learning at the Wireless Edge M. Amiri Deniz Gunduz Sanjeev R. Kulkarni H. Vincent Poor 92 170 0 28 Jan 2020
On Analog Gradient Descent Learning over Multiple Access Fading Channels Tomer Sery Kobi Cohen 11 153 0 20 Aug 2019