Locally minimax optimal confidence sets for the best model

Ilmun Kim, Aaditya Ramdas

This paper tackles a fundamental inference problem: given $n$ observations from a distribution $P$ over ${\mathbb{R}}^d$ with unknown mean $\mathbf{\mu }$, we must form a confidence s…