Bounding Evidence and Estimating Log-Likelihood in VAE

Łukasz Struski, Marcin Mazur, Paweł Batorski +2

Many crucial problems in deep learning and statistical inference are caused by a variational gap, i.e., a difference between model evidence (log-likelihood) and evidence lower boun…