VAE Approximation Error: ELBO and Exponential Families

Alexander Shekhovtsov, Dmitrij Schlesinger, Boris Flach

Abstract: The importance of Variational Autoencoders reaches far beyond standalone generative models -- the approach is also used for learning latent representations and can be generalized to semi-supervised...