Minimax Optimal Conditional Density Estimation under Total Variation Smoothness

Michael Li, Matey Neykov, Sivaraman Balakrishnan

This paper studies the minimax rate of nonparametric conditional density estimation under a weighted absolute value loss function in a multivariate setting. We first demonstrate th…