Online Variance Reduction for Stochastic Optimization.

Zalan Borsos Andreas Krause Kfir Y. Levy

Published in: COLT (2018)

Keyphrases

stochastic optimization
variance reduction
multistage
gradient estimation
monte carlo
sample size
importance sampling
bias variance decomposition