Fast Distributed Asynchronous SGD with Variance Reduction.

Ruiliang Zhang Shuai Zheng James T. Kwok

Published in: CoRR (2015)

Keyphrases

variance reduction
gradient estimation
distributed systems
bias variance decomposition
sample size
monte carlo
importance sampling
machine learning
computational complexity
pairwise
em algorithm
quasi monte carlo