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 estimation and the problem of deconvolving a singular measure.
Manifold estimation and singular deconvolution under Hausdorff loss / Christopher R., Genovese; PERONE PACIFICO, Marco; Isabella, Verdinelli; Larry, Wasserman. - ELETTRONICO. - (2011).
Manifold estimation and singular deconvolution under Hausdorff loss
PERONE PACIFICO, Marco;
2011
Abstract
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 estimation and the problem of deconvolving a singular measure.File allegati a questo prodotto
Non ci sono file associati a questo prodotto.
I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.