Cooperative SGD: A Unified Framework for the Design and Analysis of Local-Update SGD Algorithms.

Jianyu Wang Gauri Joshi

Published in: J. Mach. Learn. Res. (2021)

Keyphrases

cooperative
data analysis
learning algorithm
image analysis
computational cost
statistical analysis
orders of magnitude
theoretical analysis
update rules
complexity analysis
benchmark datasets
linear combination
optimization problems
worst case
significant improvement
pairwise
data structure
multi agent
case study