Rates of convergence for nonparametric estimation of singular distributions using generative adversarial networks

Jeyong Lee, Hyeok Kyu Kwon, Minwoo Chae

It is common in nonparametric estimation problems to impose a certain low-dimensional structure on the unknown parameter to avoid the curse of dimensionality. This paper considers…