Massimiliano Pontil Papers on DiSC'04 Regularized Multi-Task Learning Publications Note: Links lead to the DBLP on the Web. Massimiliano Pontil Charles A. Micchelli , Massimiliano Pontil: A Function Representation for Learning in Banach Spaces. COLT 2004 : 255-269 Theodoros Evgeniou , Massimiliano Pontil: Regularized multi--task learning. KDD 2004 : 109-117 Theodoros Evgeniou , Massimiliano Pontil, André Elisseeff : Leave One Out Error, Stability, and Generalization of Voting Combinations of Classifiers. Machine Learning 55 (1): 71-97 (2004) Theodoros Evgeniou , Massimiliano Pontil, Constantine Papageorgiou , Tomaso Poggio : Image Representations and Feature Selection for Multimedia Database Search. IEEE Trans. Knowl. Data Eng. 15 (4): 911-920 (2003) Yuan Yao , Gian Luca Marcialis , Massimiliano Pontil, Paolo Frasconi , Fabio Roli : Combining flat and structured representations for fingerprint classification with recursive neural networks and support vector machines. Pattern Recognition 36 (2): 397-406 (2003) Chikahito Nakajima , Massimiliano Pontil, Bernd Heisele , Tomaso Poggio : Full-body person recognition system. Pattern Recognition 36 (9): 1997-2006 (2003) Andrea Passerini , Massimiliano Pontil, Paolo Frasconi : From Margins to Probabilities in Multiclass Learning Problems. ECAI 2002 : 400-404 Savina Andonova , André Elisseeff , Theodoros Evgeniou , Massimiliano Pontil: A Simple Algorithm for Learning Stable Machines. ECAI 2002 : 513-517 Theodoros Evgeniou , Massimiliano Pontil: Support Vector Machines with Clustering for Training with Very Large Datasets. SETN 2002 : 346-354 Chikahito Nakajima , Massimiliano Pontil: Maintenance Training of Electric Power Facilities Using Object Recognition by SVM. SVM 2002 : 112-119 Theodoros Evgeniou , Massimiliano Pontil: Learning Preference Relations from Data. WIRN 2002 : 23-34 Massimiliano Pontil: A Short Review of Statistical Learning Theory. WIRN 2002 : 233-242 Yuan Yao , Gian Luca Marcialis , Massimiliano Pontil, Paolo Frasconi , Fabio Roli : A New Machine Learning Approach to Fingerprint Classification. AI*IA 2001 : 57-63 Yuan Yao , Paolo Frasconi , Massimiliano Pontil: Fingerprint Classification with Combinations of Support Vector Machines. AVBPA 2001 : 253-258 Bernd Heisele , Thomas Serre , Massimiliano Pontil, Tomaso Poggio : Component-based Face Detection. CVPR (1) 2001 : 657-662 Theodoros Evgeniou , Massimiliano Pontil: Support Vector Machines: Theory and Applications. Machine Learning and Its Applications 2001 : 249-257 Bernd Heisele , T. Serre , Massimiliano Pontil, Thomas Vetter , Tomaso Poggio : Categorization by Learning and Combining Object Parts. NIPS 2001 : 1239-1245 Theodoros Evgeniou , Massimiliano Pontil: A Note on the Generalization Performance of Kernel Classifiers with Margin. ALT 2000 : 306-315 Massimiliano Pontil, Sayan Mukherjee , Federico Girosi : On the Noise Model of Support Vector Machines Regression. ALT 2000 : 316-324 Theodoros Evgeniou , Luis Perez-Breva , Massimiliano Pontil, Tomaso Poggio : Bounds on the Generalization Performance of Kernel Machine Ensembles. ICML 2000 : 271-278 Chikahito Nakajima , Norihiko Itoh , Massimiliano Pontil, Tomaso Poggio : Object Recognition and Detection by a Combination of Support Vector Machine and Rotation Invariant Phase Only Correlation. ICPR 2000 : 4787-4790 Chikahito Nakajima , Massimiliano Pontil, Tomaso Poggio : People Recognition and Pose Estimation in Image Sequences. IJCNN (4) 2000 : 189-196 Jason Weston , Sayan Mukherjee , Olivier Chapelle , Massimiliano Pontil, Tomaso Poggio , Vladimir Vapnik : Feature Selection for SVMs. NIPS 2000 : 668-674 Theodoros Evgeniou , Massimiliano Pontil, Tomaso Poggio : Statistical Learning Theory: A Primer. International Journal of Computer Vision 38 (1): 9-13 (2000) Theodoros Evgeniou , Massimiliano Pontil: On the V gamma Dimension for Regression in Reproducing Kernel Hilbert Spaces. ATL 1999 : 106-117 Ryan M. Rifkin , Massimiliano Pontil, Alessandro Verri : A Note on Support Vector Machine Degeneracy. ATL 1999 : 252-263 Massimiliano Pontil, Stefano Rogai , Alessandro Verri : Recognizing 3-D Objects with Linear Support Vector Machines. ECCV (2) 1998 : 469-483 Massimiliano Pontil, Alessandro Verri : Support Vector Machines for 3D Object Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 20 (6): 637-646 (1998) Massimiliano Pontil, Alessandro Verri : Properties of Support Vector Machines. Neural Computation 10 (4): 955-974 (1998) Massimiliano Pontil, Alessandro Verri : Direct Aspect-Based 3D Object Recognition. ICIAP (2) 1997 : 300-307 1 [ 23 ] 2 [ 8 ] 3 [ 23 ] [ 28 ] 4 [ 6 ] [ 7 ] [ 11 ] [ 13 ] [ 15 ] [ 20 ] [ 22 ] [ 23 ] [ 27 ] [ 28 ] [ 29 ] 5 [ 17 ] [ 18 ] [ 24 ] [ 26 ] 6 [ 12 ] 7 [ 14 ] [ 16 ] [ 25 ] 8 [ 10 ] 9 [ 18 ] [ 26 ] 10 [ 30 ] 11 [ 8 ] [ 12 ] 12 [ 9 ] [ 10 ] [ 21 ] [ 25 ] 13 [ 27 ] 14 [ 24 ] 15 [ 11 ] 16 [ 7 ] [ 8 ] [ 9 ] [ 10 ] [ 11 ] [ 14 ] [ 16 ] [ 25 ] [ 27 ] 17 [ 5 ] 18 [ 4 ] 19 [ 18 ] [ 26 ] 20 [ 14 ] 21 [ 16 ] 22 [ 8 ] 23 [ 1 ] [ 2 ] [ 3 ] [ 4 ] [ 5 ] 24 [ 14 ] 25 [ 8 ] 26 [ 17 ] [ 18 ] [ 26 ] ©2005 Association for Computing Machinery