VAE Approximation Error: ELBO and Conditional Independence.

Dmitrij Schlesinger Alexander Shekhovtsov Boris Flach

Published in: CoRR (2021)

Keyphrases

conditional independence
approximation error
bayesian networks
random variables
probability distribution
graphical models
structure learning
causal models
directed acyclic graph
axiomatic characterization
reconstruction error
pairwise
higher order
natural images
estimation error