Nonparametric Density Estimation & Convergence Rates for GANs under Besov IPM Losses

Ananya Uppal, Shashank Singh, Barnabás Póczos

We study the problem of estimating a nonparametric probability density under a large family of losses called Besov IPMs, which include, for example, ${\mathcal{L}}^p$ distances, tota…