Approximation Based Variance Reduction for Reparameterization Gradients.

Tomas Geffner Justin Domke

Published in: CoRR (2020)

Keyphrases

variance reduction
importance sampling
gradient estimation
monte carlo
sample size
bias variance decomposition
quasi monte carlo
random numbers
naive bayes classifier
confidence intervals