Optimal score estimation via empirical Bayes smoothing

Andre Wibisono, Yihong Wu, Kaylee Yingxi Yang

We study the problem of estimating the score function of an unknown probability distribution ${\rho }^{\ast }$ from $n$ independent and identically distributed observations in $d$ dimensions.…