Manifold estimation and singular deconvolution under Hausdorff loss

Christopher R. Genovese, Marco Perone-Pacifico, Isabella Verdinelli +1

We find lower and upper bounds for the risk of estimating a manifold in Hausdorff distance under several models. We also show that there are close connections between manifold esti…