CADA: Communication-Adaptive Distributed Adam

CADA: Communication-Adaptive Distributed Adam

31 December 2020

Tianyi Chen

Papers citing "CADA: Communication-Adaptive Distributed Adam"

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
Communication-Efficient Local SGD with Age-Based Worker Selection Feng Zhu Jingjing Zhang Xin Wang 35 1 0 31 Oct 2022
On the Stability Analysis of Open Federated Learning Systems Youbang Sun H. Fernando Tianyi Chen Shahin Shahrampour FedML 29 1 0 25 Sep 2022
Adaptive Worker Grouping For Communication-Efficient and Straggler-Tolerant Distributed SGD Feng Zhu Jingjing Zhang Osvaldo Simeone Xin Wang 26 0 0 12 Jan 2022
Communication-Efficient Distributed Learning via Sparse and Adaptive Stochastic Gradient Xiaoge Deng Dongsheng Li Tao Sun Xicheng Lu FedML 26 0 0 08 Dec 2021
On the Convergence of Decentralized Adaptive Gradient Methods Xiangyi Chen Belhal Karimi Weijie Zhao Ping Li 23 21 0 07 Sep 2021
Adaptive Stochastic ADMM for Decentralized Reinforcement Learning in Edge Industrial IoT Wanlu Lei Yu Ye Ming Xiao Mikael Skoglund Zhu Han 21 1 0 30 Jun 2021
Linear Convergence of Gradient and Proximal-Gradient Methods Under the Polyak-Łojasiewicz Condition Hamed Karimi J. Nutini Mark W. Schmidt 139 1,201 0 16 Aug 2016