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Stability of Decentralized Gradient Descent in Open Multi-Agent Systems

Stability of Decentralized Gradient Descent in Open Multi-Agent Systems

IEEE Conference on Decision and Control (CDC), 2020
11 September 2020
Julien Hendrickx
Michael G. Rabbat
ArXiv (abs)PDFHTML

Papers citing "Stability of Decentralized Gradient Descent in Open Multi-Agent Systems"

7 / 7 papers shown
On the Convergence of Decentralized Federated Learning Under Imperfect
  Information Sharing
On the Convergence of Decentralized Federated Learning Under Imperfect Information SharingIEEE Control Systems Letters (L-CSS), 2023
Vishnu Pandi Chellapandi
Antesh Upadhyay
Abolfazl Hashemi
Stanislaw H. .Zak
FedML
264
40
0
19 Mar 2023
On the Stability Analysis of Open Federated Learning Systems
On the Stability Analysis of Open Federated Learning SystemsAmerican Control Conference (ACC), 2022
Youbang Sun
H. Fernando
Tianyi Chen
Shahin Shahrampour
FedML
243
3
0
25 Sep 2022
Random Coordinate Descent for Resource Allocation in Open Multi-Agent
  Systems
Random Coordinate Descent for Resource Allocation in Open Multi-Agent SystemsIEEE Transactions on Automatic Control (TAC), 2022
Charles Monnoyer de Galland
Renato Vizuete
Julien Hendrickx
E. Panteley
P. Frasca
179
20
0
20 May 2022
Random coordinate descent algorithm for open multi-agent systems with
  complete topology and homogeneous agents
Random coordinate descent algorithm for open multi-agent systems with complete topology and homogeneous agents
Charles Monnoyer de Galland
Renato Vizuete
Julien Hendrickx
P. Frasca
E. Panteley
202
10
0
29 Sep 2021
Multi-Agent Online Optimization with Delays: Asynchronicity, Adaptivity,
  and Optimism
Multi-Agent Online Optimization with Delays: Asynchronicity, Adaptivity, and OptimismJournal of machine learning research (JMLR), 2020
Yu-Guan Hsieh
F. Iutzeler
J. Malick
P. Mertikopoulos
AI4CE
392
36
0
21 Dec 2020
Modelling Gossip Interactions in Open Multi-Agent Systems
Modelling Gossip Interactions in Open Multi-Agent Systems
Charles Monnoyer de Galland
Samuel Martin
Julien Hendrickx
116
7
0
07 Sep 2020
Fundamental Performance Limitations for Average Consensus in Open
  Multi-Agent Systems
Fundamental Performance Limitations for Average Consensus in Open Multi-Agent SystemsIEEE Transactions on Automatic Control (TAC), 2020
Charles Monnoyer de Galland
Julien Hendrickx
130
38
0
14 Apr 2020
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