Quasi Monte Carlo methods enable extremely low-dimensional deep generative models

Miles Martinez, Alex H. Williams

This paper introduces quasi-Monte Carlo latent variable models (QLVMs): a class of deep generative models that are specialized for finding extremely low-dimensional and interpretab…