Inversion of Bayesian Networks

Jesse van Oostrum, Peter van Hintum, Nihat Ay

Variational autoencoders and Helmholtz machines use a recognition network (encoder) to approximate the posterior distribution of a generative model (decoder). In this paper we stud…