Learning in Variational Autoencoders with Kullback-Leibler and Renyi Integral Bounds

Septimia Sârbu, Riccardo Volpi, Alexandra Peşte +1

In this paper we propose two novel bounds for the log-likelihood based on Kullback-Leibler and the Rényi divergences, which can be used for variational inference and in particular…