Memory and Communication Efficient Distributed Stochastic Optimization with Minibatch Prox.

Jialei Wang Weiran Wang Nathan Srebro

Published in: COLT (2017)

Keyphrases

stochastic optimization
communication overhead
multistage
cooperative
distributed systems
communication cost
lightweight
computer networks
distributed control
communication networks
fully distributed
machine learning
distributed environment
limited memory
interprocess communication