M. Pontil
发表
Massimiliano Pontil,
Alexandre B. Tsybakov,
Arya Akhavan,
2020,
NeurIPS.
Charles A. Micchelli,
Massimiliano Pontil,
C. Micchelli,
2005,
J. Mach. Learn. Res..
Massimiliano Pontil,
Theodoros Evgeniou,
Andreas Argyriou,
2008,
Machine Learning.
M. Pontil,
T. Evgeniou,
Olivier Toubia,
2007
.
Massimiliano Pontil,
Theodoros Evgeniou,
Andreas Argyriou,
2006,
NIPS.
S. Geer,
A. Tsybakov,
M. Pontil,
2010,
1007.1771.
Massimiliano Pontil,
Andreas Maurer,
M. Pontil,
2009,
COLT.
Thomas Serre,
Tomaso A. Poggio,
Massimiliano Pontil,
2001,
NIPS.
Charles A. Micchelli,
Massimiliano Pontil,
Andreas Argyriou,
2005,
COLT.
Thomas Serre,
Tomaso A. Poggio,
Massimiliano Pontil,
2001,
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition. CVPR 2001.
Sivaraman Balakrishnan,
Kenji Fukumizu,
Arthur Gretton,
2012,
NIPS.
Tomaso A. Poggio,
Massimiliano Pontil,
Theodoros Evgeniou,
2000,
Adv. Comput. Math..
M. Pontil,
R. Rifkin,
T. Evgeniou,
1999
.
Massimiliano Pontil,
Theodoros Evgeniou,
M. Pontil,
2004,
KDD.
Massimiliano Pontil,
Alessandro Verri,
A. Verri,
1998,
IEEE Trans. Pattern Anal. Mach. Intell..
Massimiliano Pontil,
Bernardino Romera-Paredes,
Andreas Maurer,
2015,
J. Mach. Learn. Res..
Paolo Frasconi,
Massimiliano Pontil,
Luca Franceschi,
2017,
ICML.
Charles A. Micchelli,
Massimiliano Pontil,
C. Micchelli,
2004,
NIPS.
Charles A. Micchelli,
Massimiliano Pontil,
Theodoros Evgeniou,
2005,
J. Mach. Learn. Res..
Guy Lever,
Arthur Gretton,
Luca Baldassarre,
2012,
ICML.
Sayan Mukherjee,
Jason Weston,
Tomaso A. Poggio,
2000,
NIPS.
Massimiliano Pontil,
Bernardino Romera-Paredes,
M. Pontil,
2013,
NIPS.
Simone Severini,
Andrea Rocchetto,
Mark Herbster,
2017,
Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences.
Simone Severini,
Andrea Rocchetto,
Alessandro Rudi,
2018,
Quantum.
Guy Lever,
Arthur Gretton,
Luca Baldassarre,
2012,
ICML.
Charles A. Micchelli,
Massimiliano Pontil,
C. Micchelli,
2005,
Neural Computation.
Massimiliano Pontil,
Theodoros Evgeniou,
André Elisseeff,
2005,
J. Mach. Learn. Res..
Massimiliano Pontil,
Yiming Ying,
M. Pontil,
2008,
Found. Comput. Math..
Tomaso A. Poggio,
Massimiliano Pontil,
Theodoros Evgeniou,
2003,
IEEE Trans. Knowl. Data Eng..
Massimiliano Pontil,
Federico Girosi,
Sayan Mukherjee,
2000,
ALT.
Charles A. Micchelli,
Massimiliano Pontil,
Andreas Argyriou,
2006,
ICML.
Charles A. Micchelli,
Massimiliano Pontil,
Yiming Ying,
2007,
NIPS.
Tomaso Poggio,
Massimiliano Pontil,
Theodoros Evgeniou,
1999
.
Guy Lever,
Mark Herbster,
Massimiliano Pontil,
2008,
NIPS.
Charles A. Micchelli,
Massimiliano Pontil,
C. Micchelli,
2004,
COLT.
Massimiliano Pontil,
Theodoros Evgeniou,
M. Pontil,
1999,
ALT.
Massimiliano Pontil,
Tomaso Poggio,
Bernd Heisele,
2000
.
Shai Ben-David,
John Shawe-Taylor,
Luca Oneto,
2018,
NeurIPS.
J. Shawe-Taylor,
S. Ben-David,
M. Pontil,
2017
.
Massimiliano Pontil,
Alessandro Verri,
A. Verri,
1998,
Neural Computation.
Pierre Alquier,
Massimiliano Pontil,
The Tien Mai,
2016,
AISTATS.
Charles A. Micchelli,
Massimiliano Pontil,
Andreas Argyriou,
2008,
J. Mach. Learn. Res..
A. Verri,
M. Pontil,
M. Pallavicini,
1998
.
Massimiliano Pontil,
Andreas Maurer,
M. Pontil,
2020,
NeurIPS.
P. Frasconi,
M. Pontil,
Luca Franceschi,
2017
.
T. Poggio,
M. Pontil,
T. Evgeniou,
1998
.
C. Micchelli,
P. L. Combettes,
M. Pontil,
2017
.
Ding-Xuan Zhou,
C. Micchelli,
M. Pontil,
2016
.
C. Micchelli,
P. L. Combettes,
M. Pontil,
2016
.
A. Elisseeff,
M. Pontil,
2022
.
Lixin Shen,
Yuesheng Xu,
Charles A. Micchelli,
2011,
ArXiv.
M. Pontil,
T. Evgeniou,
2001,
Machine Learning and Its Applications.
Massimiliano Pontil,
Yiming Ying,
Stéphane Gentric,
2014,
ECCV.
M. Pontil,
Mirco Musolesi,
C. Mascolo,
2009
.
M. Pontil,
T. Evgeniou,
Diomedis D. Spinellis,
2013
.
C. Micchelli,
M. Pontil,
Andreas Argyriou,
2013
.
M. Pontil,
S. Severini,
C. Ciliberto,
2018
.
Zoubin Ghahramani,
Massimiliano Pontil,
F Perez Cruz,
2007
.
Alessandro Rudi,
Massimiliano Pontil,
Carlo Ciliberto,
2018,
NeurIPS.
Massimiliano Pontil,
Tomaso Poggio,
Bernd Heisele,
2000
.
Gian Luca Marcialis,
Fabio Roli,
Paolo Frasconi,
2003
.
Massimiliano Pontil,
Andreas Argyriou,
Nadia Bianchi-Berthouze,
2012
.
A gradient estimator via L1-randomization for online zero-order optimization with two point feedback
A. Tsybakov,
Arya Akhavan,
M. Pontil,
2022,
2205.13910.
Arya Akhavan,
M. Pontil,
Leonardo Cella,
2022,
ArXiv.
A. Verri,
M. Pontil,
Stefano Rogai,
1998
.
M. Pontil,
C. Ciliberto,
D. Meunier,
2022,
ICML.
M. Pontil,
A. Rakotomamonjy,
Rémi Flamary,
2020,
UAI.
M. Pontil,
L. Rosasco,
Andreas Maurer,
2022,
ArXiv.
M. Pontil,
S. Panzeri,
C. Becchio,
2020,
Scientific Reports.
Paolo Frasconi,
Massimiliano Pontil,
Luca Franceschi,
2019,
IJCAI.
Paolo Frasconi,
Massimiliano Pontil,
Luca Franceschi,
2017,
ICLR.
M. Pontil,
Saverio Salzo,
Andrea Paudice,
2022,
2208.08567.
M. Pontil,
Jordan Frécon,
Saverio Salzo,
2022,
ICML.
A gradient estimator via L1-randomization for online zero-order optimization with two point feedback
A. Tsybakov,
Arya Akhavan,
M. Pontil,
2022,
NeurIPS.
M. Pontil,
Saverio Salzo,
Riccardo Grazzi,
2022,
J. Mach. Learn. Res..
M. Pontil,
L. Rosasco,
Andreas Maurer,
2022,
ArXiv.
M. Pontil,
C. Ciliberto,
Johannes Falk,
2022,
UAI.
M. Pontil,
Marco Ciccone,
C. Ciliberto,
2022,
ArXiv.
N. Cesa-Bianchi,
M. Pontil,
Andrea Paudice,
2021,
Trans. Mach. Learn. Res..
M. Pontil,
L. Citi,
R. Poli,
2022,
Journal of neural engineering.
Massimiliano Pontil,
Riccardo Grazzi,
Luca Franceschi,
2020,
ICML 2020.
M. Pontil,
Saverio Salzo,
V. Kostic,
2022,
ICML.
Arya Akhavan,
M. Pontil,
Leonardo Cella,
2022,
ArXiv.
M. Pontil,
Karim Lounici,
Leonardo Cella,
2022
.
M. Pontil,
S. Panzeri,
A. Sanfey,
2022,
iScience.
M. Pontil,
A. Sanfey,
C. Becchio,
2022
.
C. Micchelli,
M. Pontil,
Jean Morales,
2011,
Advances in Computational Mathematics.
Arya Akhavan,
M. Pontil,
Leonardo Cella,
2022,
ArXiv.
M. Pontil,
C. Ciliberto,
Ruohan Wang,
2022,
IEEE Transactions on Pattern Analysis and Machine Intelligence.
Shun-ichi Amari,
Massimiliano Pontil,
Hiroyuki Nakahara,
2003,
ESANN.
A. Tsybakov,
Arya Akhavan,
M. Pontil,
2020,
NeurIPS.
Luca Baldassarre,
Massimiliano Pontil,
Andreas Maurer,
2015
.
Massimiliano Pontil,
M. Pontil,
2020,
Transfer Learning.
Massimiliano Pontil,
Mathias Niepert,
Luca Franceschi,
2019,
ICML.
Massimiliano Pontil,
Theodoros Evgeniou,
André Elisseeff,
2002,
ECAI.
Luca Baldassarre,
Massimiliano Pontil,
Janaina Mourão-Miranda,
2017,
Front. Neurosci..
Tomaso A. Poggio,
Massimiliano Pontil,
Theodoros Evgeniou,
2000,
International Journal of Computer Vision.
Massimiliano Pontil,
M. Pontil,
2002,
WIRN.
Massimiliano Pontil,
Theodoros Evgeniou,
M. Pontil,
2002,
WIRN.
Massimiliano Pontil,
Alessandro Verri,
Theodoros Evgeniou,
2002
.
M. Pontil,
Andreas Maurer,
2021,
NeurIPS.
Massimiliano Pontil,
Riccardo Grazzi,
Luca Franceschi,
2020,
ICML.
Luca Oneto,
Massimiliano Pontil,
Evgenii Chzhen,
2020,
NeurIPS.
Charles A. Micchelli,
Luca Baldassarre,
Massimiliano Pontil,
2013,
Empirical Inference.
Massimiliano Pontil,
Riccardo Grazzi,
Saverio Salzo,
2020,
AISTATS.
Paolo Frasconi,
Massimiliano Pontil,
Luca Franceschi,
2018,
ICML.
Yuan Yao,
Gian Luca Marcialis,
Fabio Roli,
2003,
Pattern Recognit..
M. Pontil,
M. Parrinello,
L. Bonati,
2022,
Journal of chemical theory and computation.
Massimiliano Pontil,
Dimitris Stamos,
Andrew M. McDonald,
2016,
AISTATS.
Massimiliano Pontil,
Daniel W. A. Buchan,
David T. Jones,
2012,
Bioinform..
Luca Oneto,
Massimiliano Pontil,
Michele Donini,
2019,
2020 International Joint Conference on Neural Networks (IJCNN).
Luca Oneto,
Massimiliano Pontil,
Michele Donini,
2018,
AIES.
Paolo Frasconi,
Andrea Passerini,
Massimiliano Pontil,
2004,
IEEE Transactions on Neural Networks.
Colin Campbell,
Massimiliano Pontil,
Theodoros Evgeniou,
2011
.
Zoubin Ghahramani,
Massimiliano Pontil,
Fernando Perez-Cruz,
2007
.
Tomaso A. Poggio,
Massimiliano Pontil,
Bernd Heisele,
2003,
Pattern Recognit..
Cecilia Mascolo,
Massimiliano Pontil,
Renaud Lambiotte,
2011,
PloS one.
Cecilia Mascolo,
Massimiliano Pontil,
Anastasios Noulas,
2011,
ICWSM.
Massimiliano Pontil,
Theodoros Evgeniou,
M. Pontil,
2001,
Machine Learning and Its Applications.
Massimiliano Pontil,
Carlo Ciliberto,
Giulia Luise,
2020,
ArXiv.
Massimiliano Pontil,
Carlo Ciliberto,
Saverio Salzo,
2019,
NeurIPS.
Massimiliano Pontil,
Timothy M. Hospedales,
Henry Gouk,
2020,
ICLR.
Massimiliano Pontil,
André Elisseeff,
Theodoros Evgeniou,
2004,
Machine Learning.
Massimiliano Pontil,
Alexandre B. Tsybakov,
Arya Akhavan,
2021,
NeurIPS.
Massimiliano Pontil,
Cédric Archambeau,
David T. Jones,
2009,
BMC Bioinformatics.
Charles A. Micchelli,
Massimiliano Pontil,
Yiming Ying,
2008,
J. Mach. Learn. Res..
Charles A. Micchelli,
Massimiliano Pontil,
Jean Morales,
2010,
NIPS.
Luca Oneto,
Massimiliano Pontil,
Evgenii Chzhen,
2019,
NeurIPS.
Massimiliano Pontil,
Andreas Maurer,
M. Pontil,
2012,
2012 3rd International Workshop on Cognitive Information Processing (CIP).
Massimiliano Pontil,
Andreas Maurer,
M. Pontil,
2008,
ALT.
Daniel W. A. Buchan,
David T. Jones,
M. Pontil,
2011,
PloS one.
Massimiliano Pontil,
Andrea Paudice,
Andreas Maurer,
2021,
ICML.
Massimiliano Pontil,
Andrea Paudice,
Andreas Maurer,
2020,
ArXiv.
Massimiliano Pontil,
Dimitris Stamos,
Andrew M. McDonald,
2014,
NIPS.
Guy Lever,
Arthur Gretton,
Luca Baldassarre,
2012,
ArXiv.
Guy Lever,
Arthur Gretton,
Luca Baldassarre,
2011,
ArXiv.
Cecilia Mascolo,
Massimiliano Pontil,
Renaud Lambiotte,
2012,
PLoS ONE.
M. Pontil,
L. Rosasco,
Andreas Maurer,
2022,
NeurIPS.
M. Pontil,
Karim Lounici,
P. Novelli,
2023,
ArXiv.
Massimiliano Pontil,
Carlo Ciliberto,
Dimitris Stamos,
2019,
ICML.
Massimiliano Pontil,
Andreas Maurer,
M. Pontil,
2012,
COLT.
Mark Herbster,
Massimiliano Pontil,
Stephen Pasteris,
2015,
J. Mach. Learn. Res..
Massimiliano Pontil,
Andreas Argyriou,
Nadia Bianchi-Berthouze,
2012,
AISTATS.
Massimiliano Pontil,
Saverio Salzo,
Jordan Frécon,
2018,
NeurIPS.
Massimiliano Pontil,
M. Pontil,
2013
.
Luca Baldassarre,
Janaina Mourão Miranda,
Massimiliano Pontil,
2012,
2012 Second International Workshop on Pattern Recognition in NeuroImaging.
Paolo Frasconi,
Massimiliano Pontil,
Luca Franceschi,
2017,
ArXiv.
Massimiliano Pontil,
Carlo Ciliberto,
Riccardo Grazzi,
2019,
ICML.
Massimiliano Pontil,
Andreas Maurer,
M. Pontil,
2011,
J. Mach. Learn. Res..
Massimiliano Pontil,
Bernardino Romera-Paredes,
Andreas Maurer,
2012,
ICML.
Massimiliano Pontil,
Sara A. van de Geer,
Alexandre B. Tsybakov,
2009,
COLT.
Massimiliano Pontil,
Rich Caruana,
Prasad Tadepalli,
2006
.
Massimiliano Pontil,
Carlo Ciliberto,
Giulia Denevi,
2020,
NeurIPS.
Mark Herbster,
Massimiliano Pontil,
Lisa Wainer,
2005,
ICML.
M. Pontil,
Stuart James,
A. Traviglia,
2020,
Pattern Recognit. Lett..
Luca Romeo,
Massimiliano Pontil,
Lucia Pepa,
2022,
IEEE Transactions on Affective Computing.
Massimiliano Pontil,
Ruohan Wang,
Carlo Ciliberto,
2021,
NeurIPS.
Tomaso A. Poggio,
Massimiliano Pontil,
Theodoros Evgeniou,
2000,
ICML.
Gunnar Rätsch,
Trevor Darrell,
Marius Kloft,
2015,
Dagstuhl Reports.
Luca Oneto,
Massimiliano Pontil,
Evgenii Chzhen,
2020,
NeurIPS.
Massimiliano Pontil,
Augusto Maurer,
M. Pontil,
2010,
IEEE Transactions on Information Theory.
Daniel W. A. Buchan,
David T. Jones,
M. Pontil,
2011,
PloS one.
Tao Xiang,
Tiejun Huang,
Yonghong Tian,
2018,
IEEE Transactions on Pattern Analysis and Machine Intelligence.
Massimiliano Pontil,
M. S. Hane Aung,
Nadia Bianchi-Berthouze,
2013,
ICML.
Charles A. Micchelli,
Massimiliano Pontil,
Andreas Argyriou,
2010,
J. Mach. Learn. Res..
M. Pontil,
Mirco Musolesi,
C. Mascolo,
2009
.
Massimiliano Pontil,
Carlo Ciliberto,
Dimitris Stamos,
2018,
NeurIPS.
M. Pontil,
C. Becchio,
A. Cavallo,
2018,
Scientific Reports.
Paolo Frasconi,
Andrea Passerini,
Massimiliano Pontil,
2002,
ECAI.
Paolo Frasconi,
Andrea Passerini,
Massimiliano Pontil,
2002
.
John Shawe-Taylor,
Janaina Mourão Miranda,
Massimiliano Pontil,
2018,
NeuroImage.
Massimiliano Pontil,
Ernesto De Vito,
Andrea Caponnetto,
2009,
Adv. Comput. Math..
Cecilia Mascolo,
Massimiliano Pontil,
Anastasios Noulas,
2011,
The Social Mobile Web.
Luca Oneto,
Massimiliano Pontil,
Carlo Ciliberto,
2020,
NeurIPS.
Tomaso A. Poggio,
Massimiliano Pontil,
C. Papageorgiou,
2000
.
Massimiliano Pontil,
Carlo Ciliberto,
Dimitris Stamos,
2018,
UAI.
M. Pontil,
Karim Lounici,
P. Novelli,
2023,
2302.02004.
M. Pontil,
L. Rosasco,
P. Novelli,
2023,
ArXiv.
Paolo Frasconi,
Massimiliano Pontil,
Luca Franceschi,
2019,
IJCAI.
Claudio Gentile,
Massimiliano Pontil,
Leonardo Cella,
2020,
ArXiv.
Claudio Gentile,
Massimiliano Pontil,
Leonardo Cella,
2021,
ICML.
M. Pontil,
Karim Lounici,
Leonardo Cella,
2022,
ArXiv.
Alessandro Lazaric,
Massimiliano Pontil,
Leonardo Cella,
2020,
ICML.
Massimiliano Pontil,
Leonardo Cella,
M. Pontil,
2021,
UAI.
Massimiliano Pontil,
Dimitris Stamos,
Andrew M. McDonald,
2014,
J. Mach. Learn. Res..
Mark Herbster,
Massimiliano Pontil,
Andreas Argyriou,
2005,
NIPS.
Massimiliano Pontil,
M. Pontil,
2003,
J. Complex..
Luca Oneto,
Massimiliano Pontil,
Michele Donini,
2020,
2020 IEEE 7th International Conference on Data Science and Advanced Analytics (DSAA).
A. Tsybakov,
M. Pontil,
Evgenii Chzhen,
2023,
2306.02159.
Massimiliano Pontil,
Vittorio Murino,
Samuele Martelli,
2015,
2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
Charles A. Micchelli,
Massimiliano Pontil,
Jean Morales,
2010,
Advances in Computational Mathematics.
Massimiliano Pontil,
Carlo Ciliberto,
Dimitris Stamos,
2017,
Mathematics in Engineering.
T. Poggio,
M. Pontil,
B. Heisele,
2001
.
M. Pontil,
B. Heisele,
2000
.
M. Pontil,
M. Herbster,
Stephen Pasteris,
2021,
NeurIPS.
Massimiliano Pontil,
Andreas Maurer,
Andreas Argyriou,
2008,
ECML/PKDD.
Massimiliano Pontil,
Raman Arora,
Luca Franceschi,
2017,
INTERSPEECH.
Massimiliano Pontil,
Stéphane Gentric,
Sylvain Colin,
2016,
ICPRAM.
A. Verri,
M. Pontil,
Massimiliano Pontil,
2001
.
Yuan Yao,
Paolo Frasconi,
Massimiliano Pontil,
2001,
AVBPA.
Shaogang Gong,
Tao Xiang,
Tiejun Huang,
2016,
2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
Massimiliano Pontil,
Luca Oneto,
John Shawe-Taylor,
2020,
Neurocomputing.
Lars Kai Hansen,
Antonio Artés-Rodríguez,
Massimiliano Pontil,
2014,
EURASIP Journal on Advances in Signal Processing.
Massimiliano Pontil,
Alessandro Verri,
Stefano Rogai,
1998,
ECCV.
John Shawe-Taylor,
Janaina Mourão Miranda,
Massimiliano Pontil,
2016,
2016 IEEE 26th International Workshop on Machine Learning for Signal Processing (MLSP).
Luca Romeo,
Massimiliano Pontil,
Cristina Becchio,
2018,
Scientific Reports.
P. Frasconi,
M. Pontil,
Luca Franceschi,
2019,
ArXiv.
Paolo Frasconi,
Massimiliano Pontil,
Riccardo Grazzi,
2018,
ArXiv.
Tomaso A. Poggio,
Massimiliano Pontil,
Norihiko Itoh,
2000,
Proceedings 15th International Conference on Pattern Recognition. ICPR-2000.
Paolo Frasconi,
Massimiliano Pontil,
Fabrizio Costa,
2005,
Pattern Recognit. Lett..
Paolo Frasconi,
Massimiliano Pontil,
Fabrizio Costa,
2003
.
M. Pontil,
Andreas Maurer,
Michele Donini,
2019,
ArXiv.
M. Pontil,
Karim Lounici,
P. Novelli,
2023,
2312.13426.
M. Pontil,
Karim Lounici,
Riccardo Grazzi,
2023,
2307.09912.
Patrick L. Combettes,
Charles A. Micchelli,
Massimiliano Pontil,
2016,
Numerical Algorithms.
C. Micchelli,
M. Pontil,
A. Caponnetto,
2008,
J. Mach. Learn. Res..
Darwin G. Caldwell,
Massimiliano Pontil,
Luca Franceschi,
2018,
IEEE Robotics and Automation Letters.
Massimiliano Pontil,
Franco Cauda,
Tommaso Costa,
2018,
Cerebral cortex.
C. Micchelli,
M. Pontil,
2003
.
Massimiliano Pontil,
M. S. Hane Aung,
Nadia Bianchi-Berthouze,
2013,
2013 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (FG).
M. Pontil,
Saverio Salzo,
Riccardo Grazzi,
2022,
J. Mach. Learn. Res..
Antonio Artés-Rodríguez,
Massimiliano Pontil,
Jair Montoya-Martínez,
2014,
2014 4th International Workshop on Cognitive Information Processing (CIP).
Lars Kai Hansen,
Antonio Artés-Rodríguez,
Massimiliano Pontil,
2012,
2012 3rd International Workshop on Cognitive Information Processing (CIP).
M. Pontil,
Karim Lounici,
Leonardo Cella,
2022,
AISTATS.
Massimiliano Pontil,
Alessandro Verri,
M. Pallavicini,
1999,
ESANN.
P. Frasconi,
M. Pontil,
Luca Franceschi,
2019,
International Joint Conference on Artificial Intelligence.