Accelerated Gradient Descent Learning over Multiple Access Fading Channels

26 July 2021

Papers citing "Accelerated Gradient Descent Learning over Multiple Access Fading Channels"

12 / 12 papers shown

Title
Over-the-Air Federated Learning via Weighted Aggregation Seyed Mohammad Azimi-Abarghouyi Leandros Tassiulas FedML 26 2 0 12 Sep 2024
Compute-Update Federated Learning: A Lattice Coding Approach Seyed Mohammad Azimi-Abarghouyi L. Varshney FedML 20 1 0 10 Sep 2024
Federated Learning via Lattice Joint Source-Channel Coding Seyed Mohammad Azimi-Abarghouyi L. Varshney FedML 25 4 0 01 Mar 2024
Sparse Training for Federated Learning with Regularized Error Correction Ran Greidi Kobi Cohen FedML 19 1 0 21 Dec 2023
A Masked Pruning Approach for Dimensionality Reduction in Communication-Efficient Federated Learning Systems Tamir L. S. Gez Kobi Cohen 19 2 0 06 Dec 2023
AirFL-Mem: Improving Communication-Learning Trade-Off by Long-Term Memory Haifeng Wen Hong Xing Osvaldo Simeone 20 0 0 25 Oct 2023
Over-the-Air Federated Learning and Optimization Jingyang Zhu Yuanming Shi Yong Zhou Chunxiao Jiang Wei-Neng Chen Khaled B. Letaief FedML 16 10 0 16 Oct 2023
Accelerating Wireless Federated Learning via Nesterov's Momentum and Distributed Principle Component Analysis Yanjie Dong Luya Wang Yuanfang Chi Jia Wang Haijun Zhang Fei Yu Victor C. M. Leung Xiping Hu 15 5 0 31 Mar 2023
Client Selection for Generalization in Accelerated Federated Learning: A Multi-Armed Bandit Approach Dan Ben Ami Kobi Cohen Qing Zhao FedML 14 11 0 18 Mar 2023
PolarAir: A Compressed Sensing Scheme for Over-the-Air Federated Learning Michail Gkagkos Krishna R. Narayanan J. Chamberland C. Georghiades 28 0 0 24 Jan 2023
A Survey on Over-the-Air Computation Alphan Șahin Rui Yang 21 75 0 20 Oct 2022
Communication-Efficient Stochastic Zeroth-Order Optimization for Federated Learning Wenzhi Fang Ziyi Yu Yuning Jiang Yuanming Shi Colin N. Jones Yong Zhou FedML 76 55 0 24 Jan 2022