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The Role of Local Steps in Local SGD

The Role of Local Steps in Local SGD

14 March 2022
Tiancheng Qin
S. Rasoul Etesami
César A. Uribe
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Papers citing "The Role of Local Steps in Local SGD"

3 / 3 papers shown
Title
Distributed Stochastic Optimization under a General Variance Condition
Distributed Stochastic Optimization under a General Variance Condition
Kun-Yen Huang
Xiao Li
Shin-Yi Pu
FedML
40
6
0
30 Jan 2023
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
33
6
0
30 Jan 2022
The Future of Digital Health with Federated Learning
The Future of Digital Health with Federated Learning
Nicola Rieke
Jonny Hancox
Wenqi Li
Fausto Milletari
H. Roth
...
Ronald M. Summers
Andrew Trask
Daguang Xu
Maximilian Baust
M. Jorge Cardoso
OOD
174
1,707
0
18 Mar 2020
1