Robust Distributed Accelerated Stochastic Gradient Methods for
Multi-Agent Networks

Robust Distributed Accelerated Stochastic Gradient Methods for Multi-Agent Networks

19 October 2019

Mert Gurbuzbalaban

Asuman Ozdaglar

Papers citing "Robust Distributed Accelerated Stochastic Gradient Methods for Multi-Agent Networks"

5 / 5 papers shown

Title
A cutting-surface consensus approach for distributed robust optimization of multi-agent systems Jun Fu Xunhao Wu 22 1 0 07 Sep 2023
Uniform-in-Time Wasserstein Stability Bounds for (Noisy) Stochastic Gradient Descent Lingjiong Zhu Mert Gurbuzbalaban Anant Raj Umut Simsekli 34 6 0 20 May 2023
Heavy-Tail Phenomenon in Decentralized SGD Mert Gurbuzbalaban Yuanhan Hu Umut Simsekli Kun Yuan Lingjiong Zhu 38 8 0 13 May 2022
Moshpit SGD: Communication-Efficient Decentralized Training on Heterogeneous Unreliable Devices Max Ryabinin Eduard A. Gorbunov Vsevolod Plokhotnyuk Gennady Pekhimenko 35 32 0 04 Mar 2021
A Unified Theory of Decentralized SGD with Changing Topology and Local Updates Anastasia Koloskova Nicolas Loizou Sadra Boreiri Martin Jaggi Sebastian U. Stich FedML 41 493 0 23 Mar 2020