On Differentially Private Sampling from Gaussian and Product Distributions

Badih Ghazi, Xiao Hu, Ravi Kumar +1

Given a dataset of $n$ i.i.d. samples from an unknown distribution $P$, we consider the problem of generating a sample from a distribution that is close to $P$ in total variation d…