Bounding Evidence and Estimating Log-Likelihood in VAE.

Lukasz Struski Marcin Mazur Pawel Batorski Przemyslaw Spurek Jacek Tabor

Published in: CoRR (2022)

Keyphrases

log likelihood
information theoretic
density estimation
maximum likelihood
em algorithm
scoring function
closed form
exponential family
upper bound
penalized likelihood
least squares
computer vision
parameter estimation