<> "The repository administrator has not yet configured an RDF license."^^ . <> . . . "A Machine-Learning Paradigm that Includes Pointwise\r\nConstraints"^^ . "The classical framework of learning from examples is enhanced by the\r\nintroduction of hard point-wise constraints, i.e., constraints, on a finite\r\nset of examples, that cannot be violated. They arise, e.g., when imposing\r\ncoherent decisions of classifiers acting on different views of the\r\nsame pattern. Constrained variational calculus is exploited to derive a\r\nrepresenter theorem that provides a description of the functional structure\r\nof the solution. The general theory is applied to learning from hard\r\nlinear point-wise constraints combined with classical supervised pairs\r\nand loss functions."^^ . "2014" . . . . . . . . . . . . . . . . "Marcello"^^ . "Sanguineti"^^ . "Marcello Sanguineti"^^ . . "Giorgio"^^ . "Gnecco"^^ . "Giorgio Gnecco"^^ . . "Marco"^^ . "Gori"^^ . "Marco Gori"^^ . . "Stefano"^^ . "Melacci"^^ . "Stefano Melacci"^^ . . . . "20th Conference of the International Federation of Operational Research Societies (IFORS 2014)"^^ . . . . . "Barcelona, Spain"^^ . . . . . "HTML Summary of #3135 \n\nA Machine-Learning Paradigm that Includes Pointwise \nConstraints\n\n" . "text/html" . . . "QA75 Electronic computers. Computer science"@en . .