Approximation Based Variance Reduction for Reparameterization Gradients.

Tomas Geffner Justin Domke

Published in: NeurIPS (2020)

Keyphrases

variance reduction
gradient estimation
importance sampling
monte carlo
sample size
random numbers
bias variance decomposition
closed form
confidence intervals
naive bayes classifier
image sequences
particle filter
quasi monte carlo