Unbiased Compression Saves Communication in Distributed Optimization: When and How Much?

25 May 2023

Papers citing "Unbiased Compression Saves Communication in Distributed Optimization: When and How Much?"

4 / 4 papers shown

Title
LoCoDL: Communication-Efficient Distributed Learning with Local Training and Compression Laurent Condat A. Maranjyan Peter Richtárik 34 3 0 07 Mar 2024
Optimal Complexity in Non-Convex Decentralized Learning over Time-Varying Networks Xinmeng Huang Kun Yuan 11 6 0 01 Nov 2022
DecentLaM: Decentralized Momentum SGD for Large-batch Deep Training Kun Yuan Yiming Chen Xinmeng Huang Yingya Zhang Pan Pan Yinghui Xu W. Yin MoE 46 60 0 24 Apr 2021
ADOM: Accelerated Decentralized Optimization Method for Time-Varying Networks D. Kovalev Egor Shulgin Peter Richtárik Alexander Rogozin Alexander Gasnikov ODL 32 30 0 18 Feb 2021