Minimizing GCV/GML scores with multiple smoothing parameters via the Newton method

Interpolation models with multiple hyperparameters

Statistics and Computing

A fast regularization parameter selection for regularly sampled 2D inputs

International Journal of Systems Science

Parsimonious additive models

Computational Statistics & Data Analysis

Regularization in the selection of radial basis function centers

Neural Computation

Selection of components and degrees of smoothing via lasso in high dimensional nonparametric additive models

Computational Statistics & Data Analysis

Updates for nonlinear discriminants

IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence