Adaptive Estimation of Convex Sets and Convex Polytopes from Noisy Data

Victor-Emmanuel Brunel

We estimate convex polytopes and general convex sets in ${\mathbb{R}}^d,d\ge 2$ in the regression framework. We measure the risk of our estimators using a $L^1$-type loss function an…