Grandvalet, Yves; Bengio, Yoshua - Centre Interuniversitaire de Recherche en Analyse des … - 2004
This paper introduces the minimum entropy regularizer for learning from partial labels. This learning problem encompasses the semi-supervised setting, where a decision rule is to be learned from labeled and unlabeled examples. The minimum entropy regularizer applies to diagnosis models, i.e....