Distributed Stochastic Gradient Tracking Methods

25 May 2018

Papers citing "Distributed Stochastic Gradient Tracking Methods"

17 / 117 papers shown

Title
Push-SAGA: A decentralized stochastic algorithm with variance reduction over directed graphs Muhammad I. Qureshi Ran Xin S. Kar U. Khan 32 20 0 13 Aug 2020
An improved convergence analysis for decentralized online stochastic non-convex optimization Ran Xin U. Khan S. Kar 44 100 0 10 Aug 2020
PowerGossip: Practical Low-Rank Communication Compression in Decentralized Deep Learning Thijs Vogels Sai Praneeth Karimireddy Martin Jaggi FedML 11 54 0 04 Aug 2020
Incremental Without Replacement Sampling in Nonconvex Optimization Edouard Pauwels 38 5 0 15 Jul 2020
S-ADDOPT: Decentralized stochastic first-order optimization over directed graphs Muhammad I. Qureshi Ran Xin S. Kar U. Khan 23 33 0 15 May 2020
A Robust Gradient Tracking Method for Distributed Optimization over Directed Networks Shi Pu 29 38 0 31 Mar 2020
Distributed Deep Learning with Event-Triggered Communication Jemin George Prudhvi K. Gurram 16 16 0 08 Sep 2019
BRIDGE: Byzantine-resilient Decentralized Gradient Descent Cheng Fang Zhixiong Yang W. Bajwa 19 96 0 21 Aug 2019
Asymptotic Network Independence in Distributed Stochastic Optimization for Machine Learning Shi Pu Alexander Olshevsky I. Paschalidis 31 41 0 28 Jun 2019
A Sharp Estimate on the Transient Time of Distributed Stochastic Gradient Descent Shi Pu Alexander Olshevsky I. Paschalidis 31 18 0 06 Jun 2019
Push-Pull Gradient Methods for Distributed Optimization in Networks Shi Pu Wei Shi Jinming Xu A. Nedić 16 318 0 15 Oct 2018
A Canonical Form for First-Order Distributed Optimization Algorithms Akhil Sundararajan Bryan Van Scoy Laurent Lessard 9 27 0 24 Sep 2018
Swarming for Faster Convergence in Stochastic Optimization Shi Pu Alfredo García 37 16 0 11 Jun 2018
Multi-Agent Reinforcement Learning via Double Averaging Primal-Dual Optimization Hoi-To Wai Zhuoran Yang Zhaoran Wang Mingyi Hong 30 169 0 03 Jun 2018
On Consensus-Optimality Trade-offs in Collaborative Deep Learning Zhanhong Jiang Aditya Balu Chinmay Hegde Soumik Sarkar FedML 33 7 0 30 May 2018
A Distributed Stochastic Gradient Tracking Method Shi Pu A. Nedić 29 60 0 21 Mar 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