Copulas as High-Dimensional Generative Models: Vine Copula Autoencoders

Natasa Tagasovska, Damien Ackerer, Thibault Vatter

We introduce the vine copula autoencoder (VCAE), a flexible generative model for high-dimensional distributions built in a straightforward three-step procedure. First, an autoencod…