G. Wahba (1997)
Support Vector Machines, Reproducing Kernel Hilbert Spaces and the Randomized GACV
Department of Statistics, University of Wisconsin, Madison.
Review of some old but relevant results on constrained optimization in Reproducing Kernel Hilbert Spaces and SVM's. Application of spline ANOVA spaces in SVM's. The GACV for choosing the smoothing parameter(s) in penalty method SVM's.