Items where Author is "Gori, Marco"

Gnecco, Giorgio and Bemporad, Alberto and Gori, Marco and Sanguineti, Marcello LQG Online Learning. Neural Computation, 29 (8). pp. 2203-2291. ISSN 0899-7667 (2017)

Gnecco, Giorgio and Gori, Marco and Melacci, Stefano and Sanguineti, Marcello Learning with hard constraints as a limit case of learning with soft constraints. In: 24 th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN), April 27-29, 2016, Bruges, Belgium (In Press) (2016)

Gnecco, Giorgio and Bemporad, Alberto and Gori, Marco and Sanguineti, Marcello Linear Quadratic Gaussian (LQG) online learning. Working Paper arXiv (Submitted)

Gnecco, Giorgio and Gori, Marco and Melacci, Stefano and Sanguineti, Marcello Learning With Mixed Hard/Soft Pointwise Constraints. IEEE Transactions on Neural Networks and Learning Systems, 26 (9). pp. 2019-2032. ISSN 2162-237X (2015)

Gnecco, Giorgio and Bemporad, Alberto and Gori, Marco and Morisi, Rita and Sanguineti, Marcello Online learning as an LQG optimal control problem with random matrices. In: 14th European Control Conference (ECC), July 15-17, 2015, Linz, Austria pp. 2482-2489. ISBN 978-3-9524269-3-7. (2015)

Gnecco, Giorgio and Gori, Marco and Melacci, Stefano and Sanguineti, Marcello Foundations of Support Constraint Machines. Neural Computation, 27 (2). pp. 388-480. ISSN 0899-7667 (2015)

Sanguineti, Marcello and Gnecco, Giorgio and Gori, Marco and Melacci, Stefano Dealing with mixed hard/soft constraints via Support constraint Machines. In: 45th Conference of Italian Operational Research Society (AIRO 2015), September 7-10, 2015, Pisa, Italy pp. 218-219. (2015)

Gnecco, Giorgio and Gori, Marco and Melacci, Stefano and Sanguineti, Marcello Learning as Constraint Reactions. In: Artificial Neural Networks. Springer Series in Bio-/Neuroinformatics (4). Springer, pp. 245-270. ISBN 978-3-319-09903-3 (2015)

Gnecco, Giorgio and Gori, Marco and Melacci, Stefano and Sanguineti, Marcello A Theoretical Framework for Supervised Learning from Regions. Neurocomputing, 129. pp. 25-32. ISSN 0925-2312 (2014)

Gnecco, Giorgio and Gori, Marco and Melacci, Stefano and Sanguineti, Marcello A Machine-Learning Paradigm that Includes Pointwise Constraints. In: 20th Conference of the International Federation of Operational Research Societies (IFORS 2014), July 13-18, 2014, Barcelona, Spain (2014)

Gnecco, Giorgio and Gori, Marco and Melacci, Stefano and Sanguineti, Marcello Supervised Learning from Regions and Box Kernels. In: 44th Conference of Italian Operational Research Society (AIRO 2014), September 2-5, 2014, Como, Italy p. 67. (2014)

Gnecco, Giorgio and Gori, Marco and Sanguineti, Marcello Learning with Boundary Conditions. Neural Computation, 25 (4). pp. 1029-1106. ISSN 0899-7667 (2013)

Gnecco, Giorgio and Gori, Marco and Melacci, Stefano and Sanguineti, Marcello Learning with Hard Constraints. In: Artificial Neural Networks and Machine Learning – ICANN 2013. Lecture notes in computer science (8131). Springer, pp. 146-153. ISBN 978-3-642-40728-4 (2013)