Rates of convergence for density estimation with generative adversarial networks

Nikita Puchkin, Sergey Samsonov, Denis Belomestny +2

In this work we undertake a thorough study of the non-asymptotic properties of the vanilla generative adversarial networks (GANs). We prove an oracle inequality for the Jensen-Shan…