Efficient Truncated Statistics with Unknown Truncation

Vasilis Kontonis, Christos Tzamos, Manolis Zampetakis

We study the problem of estimating the parameters of a Gaussian distribution when samples are only shown if they fall in some (unknown) subset $S\subseteq {\mathbb{R}}^d$. This core problem…