Aditya Khan

Adaptive Confidence Sets for Nonparametric Density Estimation under Local Differential Privacy

It is shown that smooth-rate adaptation becomes possible once one discards from the rough class the densities that lie outside the smooth class but within an $L^2$-radius of the order of the private testing rate.