Variational inference with continuously-indexed normalizing flows

Anthony L. Caterini, Robert Cornish, Dino Sejdinovic, Arnaud Doucet

Abstract: Continuously-indexed flows (CIFs) have recently achieved improvements over baseline normalizing flows on a variety of density estimation tasks. CIFs do not possess a closed-form marginal density, a...