Stefano Melacci
Stefano Melacci
Senior Researcher, University of Siena, Italy
Verified email at diism.unisi.it - Homepage
TitleCited byYear
Laplacian Support Vector Machines Trained in the Primal
S Melacci, M Belkin
Journal of Machine Learning Research 12, 1149-1184, 2011
2952011
Foundations of support constraint machines
G Gnecco, M Gori, S Melacci, M Sanguineti
Neural computation 27 (2), 388-480, 2015
312015
A template-based approach to automatic face enhancement
S Melacci, L Sarti, M Maggini, M Gori
Pattern Analysis & Applications 13 (3), 289-300, 2010
222010
A neural network approach to similarity learning
S Melacci, L Sarti, M Maggini, M Bianchini
Artificial Neural Networks in Pattern Recognition, 133-136, 2008
192008
Constraint Verification With Kernel Machines
M Gori, S Melacci
IEEE Transactions on Neural Networks and Learning Systems 24 (5), 825-831, 2013
162013
Learning with box kernels
S Melacci, M Gori
IEEE transactions on pattern analysis and machine intelligence 35 (11), 2680 …, 2013
152013
Unsupervised Learning by Minimal Entropy Encoding
S Melacci, M Gori
IEEE Transactions on Neural Networks and Learning Systems 23 (12), 1849-1861, 2012
152012
Learning with mixed hard/soft pointwise constraints
G Gnecco, M Gori, S Melacci, M Sanguineti
IEEE Transactions on Neural Networks and Learning Systems 26 (9), 2019-2032, 2014
142014
Semi–supervised Learning with Constraints for Multi–view Object Recognition
S Melacci, M Maggini, M Gori
Artificial Neural Networks–ICANN 2009, 653-662, 2009
142009
A theoretical framework for supervised learning from regions
G Gnecco, M Gori, S Melacci, M Sanguineti
Neurocomputing (Accepted), 2013
132013
Learning from pairwise constraints by similarity neural networks
M Maggini, S Melacci, L Sarti
Neural Networks 23, 141-158, 2011
132011
Variational foundations of online backpropagation
S Frandina, M Gori, M Lippi, M Maggini, S Melacci
International Conference on Artificial Neural Networks, 82-89, 2013
92013
Semantic video labeling by developmental visual agents
M Gori, M Lippi, M Maggini, S Melacci
Computer Vision and Image Understanding 146, 9-26, 2016
82016
Information theoretic learning for pixel-based visual agents
M Gori, S Melacci, M Lippi, M Maggini
European Conference on Computer Vision, 864-875, 2012
82012
Manifold regularization: Laplacian svm
S Melacci
Sienna, Italy, 2009
72009
Learning Similarity Measures from Pairwise Constraints with Neural Networks
M Maggini, S Melacci, L Sarti
Artificial Neural Networks-ICANN 2008, 81-90, 2008
72008
Representation of facial features by catmull-rom splines
M Maggini, S Melacci, L Sarti
Proceedings of the 12th international conference on Computer Analysis of …, 2007
72007
Semi-supervised clustering using similarity neural networks
S Melacci, M Maggini, L Sarti
2009 International Joint Conference on Neural Networks, 2065-2072, 2009
62009
Learning with convex constraints
M Gori, S Melacci
Artificial Neural Networks–ICANN 2010, 315-320, 2010
42010
Auto associative neural network based active shape models
I Castelli, M Maggini, S Melacci, L Sarti
2008 8th IEEE International Conference on Automatic Face & Gesture …, 2008
42008
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