Limitations on Variance-Reduction and Acceleration Schemes for Finite Sums Optimization.

Published in: NIPS (2017)

Keyphrases

variance reduction
sample size
gradient estimation
monte carlo
bias variance decomposition
graphical models
lower bound
trade off
semi supervised
text categorization
random variables
random numbers
quasi monte carlo