Extensions of a Theory of Networks for Approximation and Learning: Outliers and Negative Examples

Girosi, Federico, Poggio, Tomaso, Caprile, Bruno

Neural Information Processing Systems 

Bruno Caprile I.R.S.T. Povo, Italy, 38050 Learning an input-output mapping from a set of examples can be regarded as synthesizing an approximation of a multidimensional function.