Optimal score function estimation via derivatives constraints

Thomas Bonis, Thanh Mai Pham Ngoc, Viet Chi Tran

We consider the problem of score function estimation via empirical risk minimization. We first start with the question of inferring the score function of a probability measure $\hat{I}¼$…