Nonparametric Density Estimation under Adversarial Losses

Shashank Singh, Ananya Uppal, Boyue Li +3

We study minimax convergence rates of nonparametric density estimation under a large class of loss functions called "adversarial losses", which, besides classical ${\mathcal{L}}^p$ l…