Instance-Optimal Private Density Estimation in the Wasserstein Distance

Vitaly Feldman, Audra McMillan, Satchit Sivakumar +1

Estimating the density of a distribution from samples is a fundamental problem in statistics. In many practical settings, the Wasserstein distance is an appropriate error metric fo…