Achieving Linear Speedup with Network-Independent Learning Rates in Decentralized Stochastic Optimization.

Hao Yuan Sulaiman A. Alghunaim Kun Yuan

Published in: CDC (2023)

Keyphrases

stochastic optimization
learning rate
wavelet neural network
delta bar delta
multistage
learning algorithm
weight vector
convergence rate
machine learning
uniform convergence
sufficient conditions
convergence speed
pairwise