A Linearly Convergent Proximal Gradient Algorithm for Decentralized Optimization

20 May 2019

Papers citing "A Linearly Convergent Proximal Gradient Algorithm for Decentralized Optimization"

14 / 14 papers shown

Title
Decentralized Sum-of-Nonconvex Optimization Zhuanghua Liu K. H. Low 21 0 0 04 Feb 2024
Dynamic Privacy Allocation for Locally Differentially Private Federated Learning with Composite Objectives Jiaojiao Zhang Dominik Fay M. Johansson FedML 34 4 0 02 Aug 2023
A One-Sample Decentralized Proximal Algorithm for Non-Convex Stochastic Composite Optimization Tesi Xiao Xuxing Chen Krishnakumar Balasubramanian Saeed Ghadimi 41 10 0 20 Feb 2023
A Unified and Refined Convergence Analysis for Non-Convex Decentralized Learning Sulaiman A. Alghunaim Kun Yuan 47 57 0 19 Oct 2021
Decentralized Composite Optimization with Compression Yao Li Xiaorui Liu Jiliang Tang Ming Yan Kun Yuan 29 9 0 10 Aug 2021
PMGT-VR: A decentralized proximal-gradient algorithmic framework with variance reduction Haishan Ye Wei Xiong Tong Zhang 16 16 0 30 Dec 2020
A Linearly Convergent Algorithm for Decentralized Optimization: Sending Less Bits for Free! D. Kovalev Anastasia Koloskova Martin Jaggi Peter Richtárik Sebastian U. Stich 31 73 0 03 Nov 2020
Periodic Stochastic Gradient Descent with Momentum for Decentralized Training Hongchang Gao Heng-Chiao Huang 23 25 0 24 Aug 2020
Distributed Algorithms for Composite Optimization: Unified Framework and Convergence Analysis Jinming Xu Ye Tian Ying Sun G. Scutari 36 64 0 25 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
On linear convergence of two decentralized algorithms Yao Li Ming Yan 19 7 0 17 Jun 2019
A Proximal Stochastic Gradient Method with Progressive Variance Reduction Lin Xiao Tong Zhang ODL 93 737 0 19 Mar 2014
A Fast Distributed Proximal-Gradient Method Annie I. Chen Asuman Ozdaglar 68 146 0 08 Oct 2012
Distributed Pareto Optimization via Diffusion Strategies Jianshu Chen Ali H. Sayed 71 174 0 13 Aug 2012