Momentum-Based Variance Reduction in Non-Convex SGD.

Ashok Cutkosky Francesco Orabona

Published in: NeurIPS (2019)

Keyphrases

variance reduction
gradient estimation
monte carlo
sample size
importance sampling
bias variance decomposition
learning rate
quasi monte carlo
convex hull
naive bayes classifier
learning algorithm
dynamic programming
confidence intervals