متابعة
Massimiliano Pontil
Massimiliano Pontil
Istituto Italiano di Tecnologia & University College London
بريد إلكتروني تم التحقق منه على iit.it - الصفحة الرئيسية
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
Regularized multi--task learning‏
T Evgeniou, M Pontil‏
Proceedings of the tenth ACM SIGKDD international conference on Knowledge …, 2004‏
20072004
Multi-task feature learning‏
A Argyriou, T Evgeniou, M Pontil‏
Advances in neural information processing systems 19, 41, 2007‏
18882007
Convex multi-task feature learning‏
A Argyriou, T Evgeniou, M Pontil‏
Machine learning 73, 243-272, 2008‏
17972008
Regularization networks and support vector machines‏
T Evgeniou, M Pontil, T Poggio‏
Advances in computational mathematics 13, 1-50, 2000‏
16892000
Feature selection for SVMs‏
J Weston, S Mukherjee, O Chapelle, M Pontil, T Poggio, V Vapnik‏
NIPS 12, 668-674, 2000‏
15902000
Support vector machines for 3D object recognition‏
M Pontil, A Verri‏
IEEE transactions on pattern analysis and machine intelligence 20 (6), 637-646, 1998‏
12571998
Learning multiple tasks with kernel methods.‏
T Evgeniou, CA Micchelli, M Pontil‏
Journal of machine learning research 6 (4), 2005‏
11232005
PSICOV: precise structural contact prediction using sparse inverse covariance estimation on large multiple sequence alignments‏
DT Jones, DWA Buchan, D Cozzetto, M Pontil‏
Bioinformatics 28 (2), 184-190, 2012‏
9202012
Bilevel programming for hyperparameter optimization and meta-learning‏
L Franceschi, P Frasconi, S Salzo, R Grazzi, M Pontil‏
arXiv preprint arXiv:1806.04910, 2018‏
9012018
Optimal kernel choice for large-scale two-sample tests‏
A Gretton, D Sejdinovic, H Strathmann, S Balakrishnan, M Pontil, ...‏
Advances in neural information processing systems 25, 2012‏
8492012
A tale of many cities: universal patterns in human urban mobility‏
A Noulas, S Scellato, R Lambiotte, M Pontil, C Mascolo‏
PloS one 7 (5), e37027, 2012‏
8472012
An empirical study of geographic user activity patterns in foursquare‏
A Noulas, S Scellato, C Mascolo, M Pontil‏
Proceedings of the International AAAI Conference on Web and Social Media 5 …, 2011‏
7302011
Support vector machines: Theory and applications‏
T Evgeniou, M Pontil‏
Advanced course on artificial intelligence, 249-257, 1999‏
7131999
On learning vector-valued functions‏
CA Micchelli, M Pontil‏
Neural computation 17 (1), 177-204, 2005‏
6842005
Empirical bernstein bounds and sample variance penalization‏
A Maurer, M Pontil‏
arXiv preprint arXiv:0907.3740, 2009‏
6112009
Predicting structured data‏
G BakIr, T Hofmann, B Schölkopf, AJ Smola, B Taskar‏
MIT press, 2007‏
5632007
Empirical risk minimization under fairness constraints‏
M Donini, L Oneto, S Ben-David, JS Shawe-Taylor, M Pontil‏
Advances in neural information processing systems 31, 2018‏
5622018
Quantum machine learning: a classical perspective‏
C Ciliberto, M Herbster, AD Ialongo, M Pontil, A Rocchetto, S Severini, ...‏
Proc. R. Soc. A 474 (2209), 20170551, 2018‏
5482018
Forward and reverse gradient-based hyperparameter optimization‏
L Franceschi, M Donini, P Frasconi, M Pontil‏
International conference on machine learning, 1165-1173, 2017‏
5412017
Learning the Kernel Function via Regularization.‏
CA Micchelli, M Pontil‏
Journal of machine learning research 6 (7), 2005‏
5292005
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مقالات 1–20