Browsing Computer Science and Artificial Intelligence Lab (CSAIL) by Subject "optimal rates, regularized least-squares algorithm, regularization methods, adaptation"

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  • Optimal Rates for Regularization Operators in Learning Theory 

    Unknown author (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 ...