ARock: an Algorithmic Framework for Asynchronous Parallel Coordinate Updates

8 June 2015

Papers citing "ARock: an Algorithmic Framework for Asynchronous Parallel Coordinate Updates"

28 / 28 papers shown

Title
Asynchronous Decentralized SGD under Non-Convexity: A Block-Coordinate Descent Framework Yijie Zhou Shi Pu 14 0 0 15 May 2025
Randomized Block-Coordinate Optimistic Gradient Algorithms for Root-Finding Problems Quoc Tran-Dinh Yang Luo 97 6 0 28 Jan 2025
Asynchronous Federated Stochastic Optimization for Heterogeneous Objectives Under Arbitrary Delays Charikleia Iakovidou Kibaek Kim FedML 35 2 0 16 May 2024
Sublinear Convergence Rates of Extragradient-Type Methods: A Survey on Classical and Recent Developments Quoc Tran-Dinh 35 7 0 30 Mar 2023
SYNTHESIS: A Semi-Asynchronous Path-Integrated Stochastic Gradient Method for Distributed Learning in Computing Clusters Zhuqing Liu Xin Zhang Jia-Wei Liu 38 1 0 17 Aug 2022
Delay-adaptive step-sizes for asynchronous learning Xuyang Wu Sindri Magnússon Hamid Reza Feyzmahdavian M. Johansson 32 14 0 17 Feb 2022
Relative Transformation Estimation Based on Fusion of Odometry and UWB Ranging Data T. Nguyen Lihua Xie 34 33 0 01 Feb 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
Async-RED: A Provably Convergent Asynchronous Block Parallel Stochastic Method using Deep Denoising Priors Yu Sun Jiaming Liu Yiran Sun B. Wohlberg Ulugbek S. Kamilov 37 15 0 03 Oct 2020
A Communication Efficient Collaborative Learning Framework for Distributed Features Yang Liu Yan Kang Xinwei Zhang Liping Li Yong Cheng Tianjian Chen Mingyi Hong Qiang Yang FedML 16 75 0 24 Dec 2019
Block Coordinate Regularization by Denoising Yu Sun Jiaming Liu Ulugbek S. Kamilov 30 82 0 13 May 2019
Push-Pull Gradient Methods for Distributed Optimization in Networks Shi Pu Wei Shi Jinming Xu A. Nedić 16 318 0 15 Oct 2018
LAG: Lazily Aggregated Gradient for Communication-Efficient Distributed Learning Tianyi Chen G. Giannakis Tao Sun W. Yin 31 297 0 25 May 2018
Parallel and Distributed Successive Convex Approximation Methods for Big-Data Optimization G. Scutari Ying Sun 35 61 0 17 May 2018
Walkman: A Communication-Efficient Random-Walk Algorithm for Decentralized Optimization Xianghui Mao Kun Yuan Yubin Hu Yuantao Gu Ali H. Sayed W. Yin 24 55 0 18 Apr 2018
A Push-Pull Gradient Method for Distributed Optimization in Networks Shi Pu Wei Shi Jinming Xu A. Nedić 19 98 0 20 Mar 2018
Projective Splitting with Forward Steps: Asynchronous and Block-Iterative Operator Splitting Patrick R. Johnstone Jonathan Eckstein 14 40 0 19 Mar 2018
Slow and Stale Gradients Can Win the Race: Error-Runtime Trade-offs in Distributed SGD Sanghamitra Dutta Gauri Joshi Soumyadip Ghosh Parijat Dube P. Nagpurkar 31 193 0 03 Mar 2018
Asynchronous ADMM for Distributed Non-Convex Optimization in Power Systems Junyao Guo Gabriela Hug Ozan Tonguz 11 11 0 24 Oct 2017
More Iterations per Second, Same Quality -- Why Asynchronous Algorithms may Drastically Outperform Traditional Ones Robert Hannah W. Yin 13 19 0 17 Aug 2017
Asynchronous parallel primal-dual block coordinate update methods for affinely constrained convex programs Yangyang Xu 11 8 0 18 May 2017
Cyclic Coordinate Update Algorithms for Fixed-Point Problems: Analysis and Applications Y. T. Chow Tianyu Wu W. Yin 19 26 0 08 Nov 2016
Federated Optimization: Distributed Machine Learning for On-Device Intelligence Jakub Konecný H. B. McMahan Daniel Ramage Peter Richtárik FedML 63 1,878 0 08 Oct 2016
A Primer on Coordinate Descent Algorithms Hao-Jun Michael Shi Shenyinying Tu Yangyang Xu W. Yin 37 90 0 30 Sep 2016
On Unbounded Delays in Asynchronous Parallel Fixed-Point Algorithms Robert Hannah W. Yin 12 53 0 15 Sep 2016
Hybrid Jacobian and Gauss-Seidel proximal block coordinate update methods for linearly constrained convex programming Yangyang Xu 16 18 0 13 Aug 2016
Level Up Your Strategy: Towards a Descriptive Framework for Meaningful Enterprise Gamification Xinghao Pan 29 62 0 29 May 2016
Coordinate Friendly Structures, Algorithms and Applications Zhimin Peng Tianyu Wu Yangyang Xu Ming Yan W. Yin 21 74 0 05 Jan 2016