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Communication-efficient Decentralized Local SGD over Undirected Networks

Communication-efficient Decentralized Local SGD over Undirected Networks

6 November 2020
Tiancheng Qin
S. Rasoul Etesami
César A. Uribe
    FedML
ArXiv (abs)PDFHTML

Papers citing "Communication-efficient Decentralized Local SGD over Undirected Networks"

4 / 4 papers shown
Sharp Gaussian approximations for Decentralized Federated Learning
Sharp Gaussian approximations for Decentralized Federated Learning
Soham Bonnerjee
Sayar Karmakar
Wei Biao Wu
FedML
360
0
0
12 May 2025
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
206
38
0
19 Mar 2023
The Role of Local Steps in Local SGD
The Role of Local Steps in Local SGDOptimization Methods and Software (OMS), 2022
Tiancheng Qin
S. Rasoul Etesami
César A. Uribe
299
5
0
14 Mar 2022
Faster Convergence of Local SGD for Over-Parameterized Models
Faster Convergence of Local SGD for Over-Parameterized Models
Tiancheng Qin
S. Rasoul Etesami
César A. Uribe
FedML
327
8
0
30 Jan 2022
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