Adaptive Hausdorff estimation of density level sets

Aarti Singh, Clayton Scott, Robert Nowak

Consider the problem of estimating the $\gamma$-level set $G_{\gamma }^{\ast }=\{x:f(x)\ge \gamma \}$ of an unknown $d$-dimensional density function $f$ based on $n$ independent observations $X_1,...,X_n$…