A Sharp Estimate on the Transient Time of Distributed Stochastic Gradient Descent

6 June 2019

Papers citing "A Sharp Estimate on the Transient Time of Distributed Stochastic Gradient Descent"

6 / 6 papers shown

Title
A Unified Theory of Decentralized SGD with Changing Topology and Local Updates Anastasia Koloskova Nicolas Loizou Sadra Boreiri Martin Jaggi Sebastian U. Stich FedML 46 493 0 23 Mar 2020
Decentralized gradient methods: does topology matter? Giovanni Neglia Chuan Xu Don Towsley G. Calbi 24 50 0 28 Feb 2020
Gradient tracking and variance reduction for decentralized optimization and machine learning Ran Xin S. Kar U. Khan 19 10 0 13 Feb 2020
Robust Distributed Accelerated Stochastic Gradient Methods for Multi-Agent Networks Alireza Fallah Mert Gurbuzbalaban Asuman Ozdaglar Umut Simsekli Lingjiong Zhu 37 28 0 19 Oct 2019
Asymptotic Network Independence in Distributed Stochastic Optimization for Machine Learning Shi Pu Alexander Olshevsky I. Paschalidis 31 41 0 28 Jun 2019
Swarming for Faster Convergence in Stochastic Optimization Shi Pu Alfredo García 37 16 0 11 Jun 2018