On the Influence of Bias-Correction on Distributed Stochastic
Optimization

On the Influence of Bias-Correction on Distributed Stochastic Optimization

26 March 2019

Sulaiman A. Alghunaim

Papers citing "On the Influence of Bias-Correction on Distributed Stochastic Optimization"

15 / 15 papers shown

Title
A Bias-Correction Decentralized Stochastic Gradient Algorithm with Momentum Acceleration Yuchen Hu Xi Chen Weidong Liu Xiaojun Mao 67 0 0 31 Jan 2025
Distributed Random Reshuffling Methods with Improved Convergence Kun-Yen Huang Linli Zhou Shi Pu 24 4 0 21 Jun 2023
Lower Bounds and Accelerated Algorithms in Distributed Stochastic Optimization with Communication Compression Yutong He Xinmeng Huang Yiming Chen W. Yin Kun Yuan 36 7 0 12 May 2023
Distributed Stochastic Optimization under a General Variance Condition Kun-Yen Huang Xiao Li Shin-Yi Pu FedML 45 6 0 30 Jan 2023
Networked Signal and Information Processing Stefan Vlaski S. Kar Ali H. Sayed José M. F. Moura 49 16 0 25 Oct 2022
On the Performance of Gradient Tracking with Local Updates Edward Duc Hien Nguyen Sulaiman A. Alghunaim Kun Yuan César A. Uribe 45 19 0 10 Oct 2022
Data-heterogeneity-aware Mixing for Decentralized Learning Yatin Dandi Anastasia Koloskova Martin Jaggi Sebastian U. Stich 43 18 0 13 Apr 2022
Distributed Random Reshuffling over Networks Kun-Yen Huang Xiao Li Andre Milzarek Shi Pu Junwen Qiu 39 11 0 31 Dec 2021
Distributed Sparse Regression via Penalization Yao Ji G. Scutari Ying Sun Harsha Honnappa 24 5 0 12 Nov 2021
Exponential Graph is Provably Efficient for Decentralized Deep Training Bicheng Ying Kun Yuan Yiming Chen Hanbin Hu Pan Pan W. Yin FedML 44 83 0 26 Oct 2021
A Unified and Refined Convergence Analysis for Non-Convex Decentralized Learning Sulaiman A. Alghunaim Kun Yuan 47 57 0 19 Oct 2021
A Hybrid Variance-Reduced Method for Decentralized Stochastic Non-Convex Optimization Ran Xin U. Khan S. Kar 33 39 0 12 Feb 2021
An improved convergence analysis for decentralized online stochastic non-convex optimization Ran Xin U. Khan S. Kar 44 100 0 10 Aug 2020
Gradient tracking and variance reduction for decentralized optimization and machine learning Ran Xin S. Kar U. Khan 19 10 0 13 Feb 2020
Distributed Pareto Optimization via Diffusion Strategies Jianshu Chen Ali H. Sayed 71 174 0 13 Aug 2012