Reliable Categorical Variational Inference with Mixture of Discrete Normalizing Flows

Tomasz Kuśmierczyk, Arto Klami

Variational approximations are increasingly based on gradient-based optimization of expectations estimated by sampling. Handling discrete latent variables is then challenging becau…