Polynomial Time and Private Learning of Unbounded Gaussian Mixture Models

Jamil Arbas, Hassan Ashtiani, Christopher Liaw

We study the problem of privately estimating the parameters of $d$-dimensional Gaussian Mixture Models (GMMs) with $k$ components. For this, we develop a technique to reduce the pr…