Article ID: | iaor200954184 |
Country: | United States |
Volume: | 33 |
Issue: | 3 |
Start Page Number: | 747 |
End Page Number: | 756 |
Publication Date: | Aug 2008 |
Journal: | Mathematics of Operations Research |
Authors: | Krkov Vra, Sanguineti Marcello |
Learning from data under constraints on model complexity is studied in terms of rates of approximate minimization of the regularized expected error functional. For kernel models with an increasing number