Browsing Open Access Repositories by Subject "optimal rates, Learning, regularization methods, adaptation, cross-validation"
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Adaptation for Regularization Operators in Learning Theory
(2006-09-10)We consider learning algorithms induced by regularization methods in the regression setting. We show that previously obtained error bounds for these algorithms using a-priori choices of the regularization parameter, can ...