Convergence of a Multi-Agent Projected Stochastic Gradient Algorithm for Non-Convex Optimization

13 July 2011

Papers citing "Convergence of a Multi-Agent Projected Stochastic Gradient Algorithm for Non-Convex Optimization"

29 / 29 papers shown

Title
Convergence and Privacy of Decentralized Nonconvex Optimization with Gradient Clipping and Communication Compression Boyue Li Yuejie Chi 26 12 0 17 May 2023
Distributed Optimization Methods for Multi-Robot Systems: Part II -- A Survey O. Shorinwa Trevor Halsted Javier Yu Mac Schwager 26 19 0 26 Jan 2023
Decentralized Nonconvex Optimization with Guaranteed Privacy and Accuracy Yongqiang Wang Tamer Basar 26 21 0 14 Dec 2022
Double Averaging and Gradient Projection: Convergence Guarantees for Decentralized Constrained Optimization Firooz Shahriari-Mehr Ashkan Panahi 17 1 0 06 Oct 2022
Decentralized Stochastic Optimization with Inherent Privacy Protection Yongqiang Wang H. Vincent Poor 24 37 0 08 May 2022
A Unified and Refined Convergence Analysis for Non-Convex Decentralized Learning Sulaiman A. Alghunaim Kun Yuan 40 57 0 19 Oct 2021
FAST-PCA: A Fast and Exact Algorithm for Distributed Principal Component Analysis Arpita Gang W. Bajwa 60 17 0 27 Aug 2021
Decentralized Constrained Optimization: Double Averaging and Gradient Projection Firooz Shahriari-Mehr David Bosch Ashkan Panahi 16 8 0 21 Jun 2021
A Survey of Distributed Optimization Methods for Multi-Robot Systems Trevor Halsted O. Shorinwa Javier Yu Mac Schwager 33 39 0 23 Mar 2021
A Linearly Convergent Algorithm for Distributed Principal Component Analysis Arpita Gang W. Bajwa 33 24 0 05 Jan 2021
Distributed Gradient Flow: Nonsmoothness, Nonconvexity, and Saddle Point Evasion Brian Swenson Ryan W. Murray H. Vincent Poor S. Kar 12 16 0 12 Aug 2020
A Review of Cooperative Multi-Agent Deep Reinforcement Learning Afshin Oroojlooyjadid Davood Hajinezhad 51 413 0 11 Aug 2019
Distributed Gradient Descent: Nonconvergence to Saddle Points and the Stable-Manifold Theorem Brian Swenson Ryan W. Murray H. Vincent Poor S. Kar 26 14 0 07 Aug 2019
DEAM: Adaptive Momentum with Discriminative Weight for Stochastic Optimization Jiyang Bai Yuxiang Ren Jiawei Zhang ODL 21 1 0 25 Jul 2019
On the Privacy Guarantees of Gossip Protocols in General Networks Richeng Jin Yufan Huang H. Dai 13 1 0 18 May 2019
Distributed off-Policy Actor-Critic Reinforcement Learning with Policy Consensus Yan Zhang Michael M. Zavlanos OffRL 11 46 0 21 Mar 2019
Annealing for Distributed Global Optimization Brian Swenson S. Kar H. Vincent Poor J. M. F. Moura 25 30 0 18 Mar 2019
Distributed Nonconvex Constrained Optimization over Time-Varying Digraphs G. Scutari Ying Sun 41 172 0 04 Sep 2018
Decentralized Dictionary Learning Over Time-Varying Digraphs Amir Daneshmand Ying Sun G. Scutari F. Facchinei Brian M. Sadler FedML 41 10 0 17 Aug 2018
Distributed Stochastic Gradient Tracking Methods Shi Pu A. Nedić 26 287 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
Zeroth Order Nonconvex Multi-Agent Optimization over Networks Davood Hajinezhad Mingyi Hong Alfredo García 21 79 0 27 Oct 2017
Decentralized Frank-Wolfe Algorithm for Convex and Non-convex Problems Hoi-To Wai Jean Lafond Anna Scaglione Eric Moulines 69 90 0 05 Dec 2016
Distributed Nonconvex Multiagent Optimization Over Time-Varying Networks Ying Sun G. Scutari Daniel P. Palomar 18 89 0 01 Jul 2016
NEXT: In-Network Nonconvex Optimization P. Lorenzo G. Scutari 24 501 0 01 Feb 2016
Success and Failure of Adaptation-Diffusion Algorithms for Consensus in Multi-Agent Networks Gemma Morral Pascal Bianchi G. Fort 39 14 0 25 Oct 2014
A Coordinate Descent Primal-Dual Algorithm and Application to Distributed Asynchronous Optimization Pascal Bianchi W. Hachem F. Iutzeler 62 57 0 03 Jul 2014
Performance of a Distributed Stochastic Approximation Algorithm Pascal Bianchi G. Fort W. Hachem 26 118 0 07 Mar 2012
Distributed and Recursive Parameter Estimation in Parametrized Linear State-Space Models S. Ram V. Veeravalli A. Nedić 88 114 0 10 Apr 2008