Browsing CSAIL Technical Reports (July 1, 2003 - present) by Subject "optimal rates, regularized least-squares algorithm, regularization methods, adaptation"

Now showing items 1-1 of 1

    • Optimal Rates for Regularization Operators in Learning Theory 

      Caponnetto, Andrea (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 ...