Browsing Open Access Repositories by Subject "optimal rates, regularized least-squares algorithm, regularization methods, adaptation"
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Optimal Rates for Regularization Operators in Learning Theory
(2006-09-10)We develop some new error bounds for learning algorithms induced by regularization methods in the regression setting. The "hardness" of the problem is characterized in terms of the parameters r and s, the first related ...