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A Hybrid-Order Distributed SGD Method for Non-Convex Optimization to Balance Communication Overhead, Computational Complexity, and Convergence Rate.
Naeimeh Omidvar
Mohammad Ali Maddah-Ali
Hamed Mahdavi
Published in:
CoRR (2020)
Keyphrases
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convergence rate
convex optimization
computational complexity
communication overhead
gradient method
objective function
cost function
primal dual
wavelet transform
optimization method
step size
learning rate
global convergence