Asynchronous Iterations in Optimization: New Sequence Results and Sharper Algorithmic Guarantees

9 September 2021

Papers citing "Asynchronous Iterations in Optimization: New Sequence Results and Sharper Algorithmic Guarantees"

9 / 9 papers shown

Title
Ringmaster ASGD: The First Asynchronous SGD with Optimal Time Complexity Artavazd Maranjyan Alexander Tyurin Peter Richtárik 63 3 0 27 Jan 2025
Asynchronous SGD Beats Minibatch SGD Under Arbitrary Delays Konstantin Mishchenko Francis R. Bach Mathieu Even Blake E. Woodworth 41 59 0 15 Jun 2022
Advances in Asynchronous Parallel and Distributed Optimization By Mahmoud Assran Arda Aytekin Hamid Reza Feyzmahdavian M. Johansson Michael G. Rabbat 39 76 0 24 Jun 2020
AsyncQVI: Asynchronous-Parallel Q-Value Iteration for Discounted Markov Decision Processes with Near-Optimal Sample Complexity Yibo Zeng Fei Feng W. Yin 35 3 0 03 Dec 2018
LAG: Lazily Aggregated Gradient for Communication-Efficient Distributed Learning Tianyi Chen G. Giannakis Tao Sun W. Yin 47 298 0 25 May 2018
ARock: an Algorithmic Framework for Asynchronous Parallel Coordinate Updates Zhimin Peng Yangyang Xu Ming Yan W. Yin 38 258 0 08 Jun 2015
SAGA: A Fast Incremental Gradient Method With Support for Non-Strongly Convex Composite Objectives Aaron Defazio Francis R. Bach Simon Lacoste-Julien ODL 88 1,817 0 01 Jul 2014
A Proximal Stochastic Gradient Method with Progressive Variance Reduction Lin Xiao Tong Zhang ODL 135 738 0 19 Mar 2014
Minimizing Finite Sums with the Stochastic Average Gradient Mark Schmidt Nicolas Le Roux Francis R. Bach 219 1,245 0 10 Sep 2013