Faster Distributed Deep Net Training: Computation and Communication Decoupled Stochastic Gradient Descent

28 June 2019

Papers citing "Faster Distributed Deep Net Training: Computation and Communication Decoupled Stochastic Gradient Descent"

6 / 6 papers shown

Title
FedEx: Expediting Federated Learning over Heterogeneous Mobile Devices by Overlapping and Participant Selection Jiaxiang Geng Boyu Li Xiaoqi Qin Yixuan Li Liang Li Yanzhao Hou Miao Pan FedML 40 0 0 01 Jul 2024
FedCos: A Scene-adaptive Federated Optimization Enhancement for Performance Improvement Hao Zhang Tingting Wu Siyao Cheng Jie Liu FedML 35 11 0 07 Apr 2022
Communication optimization strategies for distributed deep neural network training: A survey Shuo Ouyang Dezun Dong Yemao Xu Liquan Xiao 30 12 0 06 Mar 2020
Intermittent Pulling with Local Compensation for Communication-Efficient Federated Learning Yining Qi Zhihao Qu Song Guo Xin Gao Ruixuan Li Baoliu Ye FedML 18 8 0 22 Jan 2020
Variance Reduced Local SGD with Lower Communication Complexity Xian-Feng Liang Shuheng Shen Jingchang Liu Zhen Pan Enhong Chen Yifei Cheng FedML 24 152 0 30 Dec 2019
Optimal Distributed Online Prediction using Mini-Batches O. Dekel Ran Gilad-Bachrach Ohad Shamir Lin Xiao 177 683 0 07 Dec 2010