Universal Algorithms for Learning Theory. Part II: Piecewise Polynomial Functions Peter BinevAlbert CohenRonald DeVore OriginalPaper 15 March 2007 Pages: 127 - 152
Learning Theory Estimates via Integral Operators and Their Approximations Steve SmaleDing-Xuan Zhou OriginalPaper 15 March 2007 Pages: 153 - 172
Thresholding in Learning Theory Gerard KerkyacharianDominique Picard OriginalPaper 20 April 2007 Pages: 173 - 203
Approximate Maximum a Posteriori with Gaussian Process Priors Markus Hegland OriginalPaper 04 April 2007 Pages: 205 - 224
How to Compare Different Loss Functions and Their Risks Ingo Steinwart OriginalPaper 04 April 2007 Pages: 225 - 287
On Early Stopping in Gradient Descent Learning Yuan YaoLorenzo RosascoAndrea Caponnetto OriginalPaper 04 April 2007 Pages: 289 - 315