Bounding Evidence and Estimating Log-Likelihood in VAE.

Lukasz Struski Marcin Mazur Pawel Batorski Przemyslaw Spurek Jacek Tabor

Published in: AISTATS (2023)

Keyphrases

log likelihood
maximum likelihood
information theoretic
density estimation
upper bound
em algorithm
scoring function
closed form
exponential family
penalized likelihood
image analysis
machine learning
image processing
graphical models
expectation maximization
unsupervised learning