Minimax Manifold Estimation

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

We find the minimax rate of convergence in Hausdorff distance for estimating a manifold M of dimension d embedded in R^D given a noisy sample from the manifold. We assume that the…