Agnostic Private Density Estimation for GMMs via List Global Stability

Mohammad Afzali, Hassan Ashtiani, Christopher Liaw

We consider the problem of private density estimation for mixtures of unrestricted high dimensional Gaussians in the agnostic setting. We prove the first upper bound on the sample…