Discrete flow posteriors for variational inference in discrete dynamical systems

Laurence Aitchison, Vincent Adam, Srinivas C. Turaga

Each training step for a variational autoencoder (VAE) requires us to sample from the approximate posterior, so we usually choose simple (e.g. factorised) approximate posteriors in…