relation: http://eprints.imtlucca.it/1758/
title: On Spectral Windows In Supervised Learning From Data 
creator: Gnecco, Giorgio
creator: Sanguineti, Marcello
subject: QA75 Electronic computers. Computer science
description: For Tikhonov regularization in supervised learning from data, the effect on the regularized solution of a joint perturbation of the regression function and the data is investigated. Spectral windows in the finite-sample and population cases are compared via probabilistic estimates of the differences between regularized solutions. 
publisher: Elsevier
date: 2010
type: Article
type: PeerReviewed
identifier:   Gnecco, Giorgio and Sanguineti, Marcello  On Spectral Windows In Supervised Learning From Data.  Information Processing Letters, 110 (23).  1031 - 1036.  ISSN 0020-0190      (2010)  
relation: http://www.sciencedirect.com/science/article/pii/S0020019010002693
relation: 10.1016/j.ipl.2010.08.011