CARMS: Categorical-Antithetic-REINFORCE Multi-Sample Gradient Estimator.

Alek Dimitriev Mingyuan Zhou

Published in: NeurIPS (2021)

Keyphrases

variance estimator
least squares
maximum likelihood
categorical data
maximum a posteriori
gradient estimation
data sets
em algorithm
sample size
sample points
variance reduction