Optimal Reach Estimation and Metric Learning

Eddie Aamari, Clément Berenfeld, Clément Levrard

We study the estimation of the reach, an ubiquitous regularity parameter in manifold estimation and geometric data analysis. Given an i.i.d. sample over an unknown $d$-dimensional…