Katyusha: Accelerated Variance Reduction for Faster SGD.

Zeyuan Allen Zhu

Published in: CoRR (2016)

Keyphrases

variance reduction
gradient estimation
monte carlo
bias variance decomposition
sample size
quasi monte carlo
random numbers
importance sampling
optimal solution
confidence intervals
training data