Effective Federated Adaptive Gradient Methods with Non-IID Decentralized Data

14 September 2020

Papers citing "Effective Federated Adaptive Gradient Methods with Non-IID Decentralized Data"

8 / 8 papers shown

Title
Efficient Federated Learning via Local Adaptive Amended Optimizer with Linear Speedup Yan Sun Li Shen Hao Sun Liang Ding Dacheng Tao FedML 24 17 0 30 Jul 2023
FedBug: A Bottom-Up Gradual Unfreezing Framework for Federated Learning Chia-Hsiang Kao Yu-Chiang Frank Wang FedML 24 1 0 19 Jul 2023
Asynchronous Gradient Play in Zero-Sum Multi-agent Games Ruicheng Ao Shicong Cen Yuejie Chi 45 5 0 16 Nov 2022
Communication-Efficient Adaptive Federated Learning Yujia Wang Lu Lin Jinghui Chen FedML 27 71 0 05 May 2022
HarmoFL: Harmonizing Local and Global Drifts in Federated Learning on Heterogeneous Medical Images Meirui Jiang Zirui Wang Qi Dou FedML 30 123 0 20 Dec 2021
FedCM: Federated Learning with Client-level Momentum Jing Xu Sen Wang Liwei Wang Andrew Chi-Chih Yao FedML 24 94 0 21 Jun 2021
Local Adaptivity in Federated Learning: Convergence and Consistency Jianyu Wang Zheng Xu Zachary Garrett Zachary B. Charles Luyang Liu Gauri Joshi FedML 26 39 0 04 Jun 2021
Adaptive Federated Optimization Sashank J. Reddi Zachary B. Charles Manzil Zaheer Zachary Garrett Keith Rush Jakub Konecný Sanjiv Kumar H. B. McMahan FedML 17 1,391 0 29 Feb 2020