Massimiliano Pontil

Cited by

	All	Since 2017
Citations	28270	13077
h-index	78	53
i10-index	153	124

3100

1550

775

2325

20002001200220032004200520062007200820092010201120122013201420152016201720182019202020212022109 171 267 412 449 542 568 617 798 848 1010 1145 1275 1417 1663 1714 1815 1891 1893 2160 2579 3019 1520

Public access

View all

41 articles

2 articles

available

not available

Based on funding mandates

Co-authors

TOMASO POGGIOMcDermott Professor in Brain Sciences, MITVerified email at ai.mit.edu
Andreas ArgyriouMicrosoft UKVerified email at alum.mit.edu
Paolo FrasconiProfessor of Computer Science, Università di FirenzeVerified email at dsi.unifi.it
Carlo CilibertoUniversity College LondonVerified email at ucl.ac.uk
Michele DoniniAmazonVerified email at amazon.com
alessandro verriprofessor of computer science, dibris, università degli studi di genovaVerified email at unige.it
Luca FranceschiUniversity College LondonVerified email at iit.it
Bernardino Romera-ParedesGoogle DeepMindVerified email at google.com
Mark HerbsterUniversity College LondonVerified email at cs.ucl.ac.uk
Saverio SalzoResearcher, Istituto Italiano di Tecnologia, GenovaVerified email at iit.it
Luca BaldassarreLead Data Scientist, Swiss ReVerified email at swissre.com
Luca OnetoDIBRIS - University of GenoaVerified email at unige.it
Andre ElisseeffGoogleVerified email at google.com
Arthur GrettonGatsby Computational Neuroscience Unit, UCLVerified email at gatsby.ucl.ac.uk
Cecilia MascoloUniversity of CambridgeVerified email at cl.cam.ac.uk
Anastasios NoulasNew York University, Center for Data Science, Moore-Sloan FellowVerified email at cl.cam.ac.uk
Riccardo GrazziIIT, UCLVerified email at iit.it
Yiming YingProfessor, Department of Mathematics and Statistics, University at Albany, SUNYVerified email at albany.edu
Bernd HeiseleVerified email at mty.ai
Salvatore ScellatoDeepMind, Google, University of CambridgeVerified email at cl.cam.ac.uk

Massimiliano Pontil

Istituto Italiano di Tecnologia & University College London

Verified email at iit.it - Homepage

Applied Mathematics Learning Theory Machine Learning Statistics


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Regularized multi--task learning T Evgeniou, M Pontil Proceedings of the tenth ACM SIGKDD international conference on Knowledge …, 2004	1747	2004
Multi-task feature learning A Argyriou, T Evgeniou, M Pontil Advances in neural information processing systems 19, 41, 2007	1640	2007
Convex multi-task feature learning A Argyriou, T Evgeniou, M Pontil Machine learning 73 (3), 243-272, 2008	1602	2008
Regularization networks and support vector machines T Evgeniou, M Pontil, T Poggio Advances in computational mathematics 13 (1), 1-50, 2000	1555	2000
Feature selection for SVMs J Weston, S Mukherjee, O Chapelle, M Pontil, T Poggio, V Vapnik NIPS 12, 668-674, 2000	1474	2000
Support vector machines for 3D object recognition M Pontil, A Verri IEEE transactions on pattern analysis and machine intelligence 20 (6), 637-646, 1998	1184	1998
Learning multiple tasks with kernel methods. T Evgeniou, CA Micchelli, M Pontil Journal of machine learning research 6 (4), 2005	1013	2005
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	786	2012
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	730	2012
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	692	2011
On learning vector-valued functions CA Micchelli, M Pontil Neural computation 17 (1), 177-204, 2005	548	2005
Predicting structured data G BakIr, T Hofmann, B Schölkopf, AJ Smola, B Taskar MIT press, 2007	498	2007
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	489	2012
Learning the Kernel Function via Regularization. CA Micchelli, M Pontil Journal of machine learning research 6 (7), 2005	484	2005
Advances in large margin classifiers AJ Smola, PJ Bartlett, D Schuurmans, B Schölkopf MIT press, 2000	403	2000
Empirical bernstein bounds and sample variance penalization A Maurer, M Pontil arXiv preprint arXiv:0907.3740, 2009	390	2009
Unsupervised Cross-Dataset Transfer Learning for Person Re-Identification YT Peixi Peng, Tao Xiang, Yaowei Wang, Massimiliano Pontil, Shaogang Gong ... The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016	379*	2016
Bilevel programming for hyperparameter optimization and meta-learning L Franceschi, P Frasconi, S Salzo, R Grazzi, M Pontil arXiv preprint arXiv:1806.04910, 2018	366	2018
Oracle inequalities and optimal inference under group sparsity K Lounici, M Pontil, S Van De Geer, AB Tsybakov The annals of statistics 39 (4), 2164-2204, 2011	351	2011
Support vector machines: Theory and applications T Evgeniou, M Pontil Advanced Course on Artificial Intelligence, 249-257, 1999	330	1999

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow this author

Cited by

Co-authors