Universal Approximation for Log-concave Distributions using Well-conditioned Normalizing Flows

Holden Lee, Chirag Pabbaraju, Anish Sevekari +1

Normalizing flows are a widely used class of latent-variable generative models with a tractable likelihood. Affine-coupling (Dinh et al, 2014-16) models are a particularly common t…