Variance Reduction with Sparse Gradients.

Melih Elibol Lihua Lei Michael I. Jordan

Published in: CoRR (2020)

Keyphrases

variance reduction
monte carlo
gradient estimation
sample size
bias variance decomposition
high dimensional
importance sampling
random numbers
quasi monte carlo
sparse representation
learning algorithm
confidence intervals
naive bayes classifier
machine learning