Bélisle, François; Bengio, Yoshua; Dugas, Charles; … - Centre Interuniversitaire de Recherche en Analyse des … - 2002
Incorporating prior knowledge of a particular task into the architecture of a learning algorithm can greatly improve generalization performance. We study here a case where we know that the function to be learned is non-decreasing in its two arguments and convex in one of them. For this purpose...