Gianluigi Pillonetto
发表
Regularized linear system identification using atomic, nuclear and kernel-based norms: The role of the stability constraint
pdf
Lennart Ljung,
Tianshi Chen,
Alessandro Chiuso,
2015,
Autom..
Giuseppe De Nicolao,
Gianluigi Pillonetto,
Francesco Dinuzzo,
2008,
2008 American Control Conference.
Giulio Bottegal,
Håkan Hjalmarsson,
Gianluigi Pillonetto,
2016,
Autom..
Alessandro Chiuso,
Giuseppe De Nicolao,
Gianluigi Pillonetto,
2008,
2008 47th IEEE Conference on Decision and Control.
Stefano Carpin,
Gianluigi Pillonetto,
G. Pillonetto,
2005,
IEEE Transactions on Robotics.
Alessandro Chiuso,
Aleksandr Y. Aravkin,
James V. Burke,
2014,
J. Mach. Learn. Res..
Alessandro Chiuso,
Gianluigi Pillonetto,
Ha Quang Minh,
2011,
IEEE Transactions on Automatic Control.
Ruggero Carli,
Luca Schenato,
Gianluigi Pillonetto,
2017
.
Gianluigi Pillonetto,
Anna Scampicchio,
G. Pillonetto,
2018,
2018 IEEE Conference on Decision and Control (CDC).
Simone Formentin,
Alessandro Chiuso,
Gianluigi Pillonetto,
2019,
2019 IEEE 58th Conference on Decision and Control (CDC).
Aleksandr Y. Aravkin,
James V. Burke,
Gianluigi Pillonetto,
2012,
2012 IEEE 51st IEEE Conference on Decision and Control (CDC).
Giulio Bottegal,
Aleksandr Y. Aravkin,
Gianluigi Pillonetto,
2019,
Machine Learning.
Sarah E. Webster,
James V. Burke,
Gianluigi Pillonetto,
2019,
Robotics: Science and Systems.
Lennart Ljung,
Tianshi Chen,
Alessandro Chiuso,
2013,
52nd IEEE Conference on Decision and Control.
Damiano Varagnolo,
Thomas Gustafsson,
Simone Del Favero,
2018,
2018 European Control Conference (ECC).
Michele Zorzi,
Michele Rossi,
Giorgio Quer,
2012,
IEEE Transactions on Wireless Communications.
Lennart Ljung,
Tianshi Chen,
Alessandro Chiuso,
2014,
IEEE Transactions on Automatic Control.
Lennart Ljung,
Francesca P. Carli,
Tianshi Chen,
2012,
2012 IEEE 51st IEEE Conference on Decision and Control (CDC).
Stefano Carpin,
Gianluigi Pillonetto,
G. Pillonetto,
2005,
Proceedings of the Fifth International Workshop on Robot Motion and Control, 2005. RoMoCo '05..
Damiano Varagnolo,
Luca Schenato,
Gianluigi Pillonetto,
2010,
49th IEEE Conference on Decision and Control (CDC).
Damiano Varagnolo,
Luca Schenato,
Gianluigi Pillonetto,
2015,
2015 European Control Conference (ECC).
Damiano Varagnolo,
Luca Schenato,
Gianluigi Pillonetto,
2011
.
Stefano Carpin,
Gianluigi Pillonetto,
G. Pillonetto,
2007,
2007 IEEE/RSJ International Conference on Intelligent Robots and Systems.
Alessandro Chiuso,
Gianluigi Pillonetto,
Diego Romeres,
2015,
2015 European Control Conference (ECC).
Mohamed Darwish,
Roland Tóth,
Gianluigi Pillonetto,
2018,
Autom..
Sarah E. Webster,
Aleksandr Y. Aravkin,
James V. Burke,
2018,
Autom..
Alessandro Chiuso,
Giuseppe De Nicolao,
Gianluigi Pillonetto,
2008,
2008 47th IEEE Conference on Decision and Control.
Gianluigi Pillonetto,
G. Pillonetto,
2016,
ArXiv.
Gianluigi Pillonetto,
G. Pillonetto,
2018,
Autom..
Giovanni Sparacino,
Claudio Cobelli,
Gianluigi Pillonetto,
2001,
IEEE Transactions on Biomedical Engineering.
Giulio Bottegal,
Håkan Hjalmarsson,
Gianluigi Pillonetto,
2015,
ArXiv.
Damiano Varagnolo,
Simone Del Favero,
Gianluigi Pillonetto,
2012,
2012 IEEE 51st IEEE Conference on Decision and Control (CDC).
Damiano Varagnolo,
Luca Schenato,
Gianluigi Pillonetto,
2017,
IEEE Transactions on Pattern Analysis and Machine Intelligence.
Gianluigi Pillonetto,
G. Pillonetto,
2008,
IEEE Transactions on Automatic Control.
Damiano Varagnolo,
Gianluigi Pillonetto,
Luca Schenato,
2010,
Proceedings of the 2010 American Control Conference.
Alessandro Chiuso,
Gianluigi Pillonetto,
Giulia Prando,
2015,
2016 European Control Conference (ECC).
Ruggero Carli,
Luca Schenato,
Gianluigi Pillonetto,
2017,
Autom..
Giuseppe De Nicolao,
Gianluigi Pillonetto,
Francesco Dinuzzo,
2010,
IEEE Transactions on Pattern Analysis and Machine Intelligence.
Aleksandr Y. Aravkin,
James V. Burke,
Gianluigi Pillonetto,
2013,
IEEE Transactions on Neural Networks and Learning Systems.
Lennart Ljung,
Aleksandr Y. Aravkin,
James V. Burke,
2016,
Autom..
Lennart Ljung,
Tianshi Chen,
Alessandro Chiuso,
2014,
53rd IEEE Conference on Decision and Control.
Lennart Ljung,
Tianshi Chen,
Alessandro Chiuso,
2015,
2015 54th IEEE Conference on Decision and Control (CDC).
Ruggero Carli,
Luca Schenato,
Gianluigi Pillonetto,
2015,
2015 European Control Conference (ECC).
Gianluigi Pillonetto,
Bradley M. Bell,
G. Pillonetto,
2003,
System Modelling and Optimization.
Mohamed Darwish,
Roland Tóth,
Gianluigi Pillonetto,
2015,
2015 54th IEEE Conference on Decision and Control (CDC).
Gianluigi Pillonetto,
2015,
2015 IEEE 25th International Workshop on Machine Learning for Signal Processing (MLSP).
Gianluigi Pillonetto,
Anna Scampicchio,
Aleksandr Aravkin,
2020,
Autom..
Simone Del Favero,
Gianluigi Pillonetto,
Bradley M. Bell,
2013,
Autom..
Ruggero Carli,
Luca Schenato,
Gianluigi Pillonetto,
2017,
Autom..
Lennart Ljung,
Tianshi Chen,
Gianluigi Pillonetto,
2013,
ALCOSP.
Damiano Varagnolo,
Simone Del Favero,
Luca Schenato,
2011,
IEEE Conference on Decision and Control and European Control Conference.
Damiano Varagnolo,
Luca Schenato,
Gianluigi Pillonetto,
2009,
Proceedings of the 48h IEEE Conference on Decision and Control (CDC) held jointly with 2009 28th Chinese Control Conference.
Damiano Varagnolo,
Luca Schenato,
Gianluigi Pillonetto,
2012,
2012 IEEE 51st IEEE Conference on Decision and Control (CDC).
Alessandro Chiuso,
Gianluigi Pillonetto,
G. Pillonetto,
2010,
NIPS.
Stefano Carpin,
Gianluigi Pillonetto,
Gorkem Erinc,
2012,
Adv. Robotics.
Ruggero Carli,
Gianluigi Pillonetto,
Alberto Dalla Libera,
2019,
ArXiv.
Tracking the time course of reproduction number and lockdown's effect during SARS-CoV-2 epidemic: nonparametric estimation
pdf
Mauro Bisiacco,
Gianluigi Pillonetto,
Claudio Cobelli,
2020,
ArXiv.
Alessandro Chiuso,
Gianluigi Pillonetto,
G. Pillonetto,
2009,
Proceedings of the 48h IEEE Conference on Decision and Control (CDC) held jointly with 2009 28th Chinese Control Conference.
Giulio Bottegal,
Aleksandr Y. Aravkin,
Gianluigi Pillonetto,
2013,
1312.6317.
Giuseppe De Nicolao,
Claudio Cobelli,
Simone Del Favero,
2011
.
Aleksandr Y. Aravkin,
James V. Burke,
Gianluigi Pillonetto,
2011
.
Mauro Bisiacco,
Gianluigi Pillonetto,
G. Pillonetto,
2019,
ArXiv.
Alessandro Chiuso,
Gianluigi Pillonetto,
G. Pillonetto,
2015,
Autom..
Gianluigi Pillonetto,
G. Pillonetto,
2013,
Autom..
Alessandro Chiuso,
Gianluigi Pillonetto,
G. Pillonetto,
2018
.
Gianluigi Pillonetto,
Anna Scampicchio,
G. Pillonetto,
2020,
2020 59th IEEE Conference on Decision and Control (CDC).
Giulio Bottegal,
Gianluigi Pillonetto,
G. Pillonetto,
2013,
Autom..
Gianluigi Pillonetto,
Roland Toth,
Mah Mohamed Darwish,
2015
.
Damiano Varagnolo,
Luca Schenato,
Gianluigi Pillonetto,
2012,
Autom..
Lennart Ljung,
Tianshi Chen,
Giuseppe De Nicolao,
2014,
Autom..
Giuseppe De Nicolao,
Gianluigi Pillonetto,
G. Pillonetto,
2008,
2008 American Control Conference.
Alessandro Chiuso,
Gianluigi Pillonetto,
Giulia Prando,
2014,
53rd IEEE Conference on Decision and Control.
Gianluigi Pillonetto,
G. Pillonetto,
2016,
Autom..
Stefano Carpin,
Aleksandr Y. Aravkin,
Gianluigi Pillonetto,
2010,
2010 IEEE/RSJ International Conference on Intelligent Robots and Systems.
Aleksandr Y. Aravkin,
James V. Burke,
Gianluigi Pillonetto,
2013,
SIAM J. Sci. Comput..
Alessandro Chiuso,
Gianluigi Pillonetto,
G. Pillonetto,
2012,
Autom..
Aleksandr Y. Aravkin,
James V. Burke,
Gianluigi Pillonetto,
2013,
SIAM J. Control. Optim..
Damiano Varagnolo,
Luca Schenato,
Gianluigi Pillonetto,
2017,
2017 IEEE 56th Annual Conference on Decision and Control (CDC).
Aleksandr Y. Aravkin,
James V. Burke,
Gianluigi Pillonetto,
2011,
1111.2730.
Ruggero Carli,
Luca Schenato,
Gianluigi Pillonetto,
2016,
2016 IEEE 55th Conference on Decision and Control (CDC).
Lennart Ljung,
Tianshi Chen,
Ruggero Carli,
2012,
2012 IEEE 51st IEEE Conference on Decision and Control (CDC).
Alessandro Chiuso,
Gianluigi Pillonetto,
G. Pillonetto,
2010,
49th IEEE Conference on Decision and Control (CDC).
Peter V. Gehler,
Cheng Soon Ong,
Gianluigi Pillonetto,
2011,
ICML.
Alessandro Chiuso,
Giuseppe De Nicolao,
Gianluigi Pillonetto,
2019,
Autom..
Aleksandr Y. Aravkin,
James V. Burke,
Gianluigi Pillonetto,
2013,
J. Mach. Learn. Res..
Giovanni Sparacino,
Claudio Cobelli,
Andrea Caumo,
2006,
IEEE Transactions on Biomedical Engineering.
Alessandro Chiuso,
Gianluigi Pillonetto,
G. Pillonetto,
2019,
Annu. Rev. Control. Robotics Auton. Syst..
Gianluigi Pillonetto,
Marco C. Campi,
Algo Carè,
2018
.
Giuseppe De Nicolao,
Gianluigi Pillonetto,
G. Pillonetto,
2010,
Autom..
Roland Tóth,
Gianluigi Pillonetto,
Mohamed Abdelmonim Hassan Darwish,
2011,
Autom..
Gaia Rizzo,
Gianluigi Pillonetto,
Denis Peruzzo,
2013
.
Gianluigi Pillonetto,
Marco C. Campi,
Algo Carè,
2018,
2018 IEEE 28th International Workshop on Machine Learning for Signal Processing (MLSP).
Damiano Varagnolo,
Luca Schenato,
Gianluigi Pillonetto,
2012
.
Giulio Bottegal,
Gianluigi Pillonetto,
G. Pillonetto,
2017,
Autom..
Gianluigi Pillonetto,
G. Pillonetto,
2008,
Autom..
Alessandro Chiuso,
Gianluigi Pillonetto,
G. Pillonetto,
2014,
2014 European Control Conference (ECC).
Ruggero Carli,
Stefano Ghidoni,
Gianluigi Pillonetto,
2019,
2019 American Control Conference (ACC).
Giuseppe De Nicolao,
Giovanni Sparacino,
Gianluigi Pillonetto,
2013,
Comput. Methods Programs Biomed..
Alessandra Bertoldo,
Claudio Cobelli,
Gianluigi Pillonetto,
2009,
IEEE Transactions on Biomedical Engineering.
Lennart Ljung,
Tianshi Chen,
Gianluigi Pillonetto,
2013,
52nd IEEE Conference on Decision and Control.
Alessandro Chiuso,
Gianluigi Pillonetto,
G. Pillonetto,
2014,
2014 European Control Conference (ECC).
Eugenio Cinquemani,
Gianluigi Pillonetto,
G. Pillonetto,
2008,
Autom..
Lennart Ljung,
Tianshi Chen,
Alessandro Chiuso,
2016,
2016 IEEE 55th Conference on Decision and Control (CDC).
Damiano Varagnolo,
Luca Schenato,
Gianluigi Pillonetto,
2014,
IEEE Transactions on Automatic Control.
Mauro Bisiacco,
Gianluigi Pillonetto,
G. Pillonetto,
2020,
Autom..
Gianluigi Pillonetto,
Anna Scampicchio,
Alberto Giaretta,
2018
.
Damiano Varagnolo,
Luca Schenato,
Gianluigi Pillonetto,
2011
.
Giuseppe De Nicolao,
Gianluigi Pillonetto,
Francesco Dinuzzo,
2008,
IEEE Transactions on Neural Networks.
Damiano Varagnolo,
Luca Schenato,
Gianluigi Pillonetto,
2012,
2012 American Control Conference (ACC).
Stefano Carpin,
Gianluigi Pillonetto,
G. Pillonetto,
2003,
2003 IEEE International Conference on Robotics and Automation (Cat. No.03CH37422).
Giulio Bottegal,
Håkan Hjalmarsson,
Aleksandr Y. Aravkin,
2015,
2015 54th IEEE Conference on Decision and Control (CDC).
James V. Burke,
Gianluigi Pillonetto,
Aleksandr Y. Aravkin,
2010,
1001.3907.
Giuseppe De Nicolao,
Claudio Cobelli,
Gianluigi Pillonetto,
2007,
2007 American Control Conference.
Giovanni Sparacino,
Andrea Facchinetti,
Giada Acciaroli,
2018,
2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).
Aleksandr Y. Aravkin,
Gianluigi Pillonetto,
G. Pillonetto,
2014,
2014 IEEE International Workshop on Machine Learning for Signal Processing (MLSP).
Mohamed Darwish,
Roland Tóth,
Gianluigi Pillonetto,
2015,
2015 54th IEEE Conference on Decision and Control (CDC).
Gianluigi Pillonetto,
Bradley M. Bell,
G. Pillonetto,
2007,
Autom..
Aleksandr Y. Aravkin,
James V. Burke,
Gianluigi Pillonetto,
2013,
52nd IEEE Conference on Decision and Control.
Tianshi Chen,
Gianluigi Pillonetto,
Tianshi Chen,
2018,
Autom..
Giuseppe De Nicolao,
Gianluigi Pillonetto,
G. Pillonetto,
2011,
IEEE Conference on Decision and Control and European Control Conference.
Alessandro Chiuso,
Giuseppe De Nicolao,
Gianluigi Pillonetto,
2010,
Proceedings of the 2010 American Control Conference.
Karthikeyan Natesan Ramamurthy,
Aleksandr Y. Aravkin,
Gianluigi Pillonetto,
2014,
2014 IEEE International Workshop on Machine Learning for Signal Processing (MLSP).
Giuseppe De Nicolao,
Claudio Cobelli,
Gianluigi Pillonetto,
2009,
Autom..
Damiano Varagnolo,
Luca Schenato,
Gianluigi Pillonetto,
2017,
ArXiv.
Damiano Varagnolo,
Simone Del Favero,
Luca Schenato,
2013,
IEEE Transactions on Neural Networks and Learning Systems.
Giulio Bottegal,
Gianluigi Pillonetto,
G. Pillonetto,
2012,
2012 American Control Conference (ACC).
The exact relationship between regularization in RKHS and Bayesian estimation of Gaussian random fields
pdf
Aleksandr Y. Aravkin,
James V. Burke,
Gianluigi Pillonetto,
2013,
ArXiv.
Giulio Bottegal,
Håkan Hjalmarsson,
Aleksandr Y. Aravkin,
2014,
Autom..
Lennart Ljung,
Tianshi Chen,
Alessandro Chiuso,
2014,
53rd IEEE Conference on Decision and Control.
Giuseppe De Nicolao,
Giovanni Sparacino,
Claudio Cobelli,
2000
.
Giuseppe De Nicolao,
Gianluigi Pillonetto,
2012
.
Alessandro Chiuso,
Giuseppe De Nicolao,
Gianluigi Pillonetto,
2011,
Autom..
Claudio Cobelli,
Gianluigi Pillonetto,
G. Pillonetto,
2007,
Autom..
Giuseppe De Nicolao,
Giovanni Sparacino,
Claudio Cobelli,
2002,
Comput. Methods Programs Biomed..
Mauro Bisiacco,
Gianluigi Pillonetto,
G. Pillonetto,
2020,
SIAM J. Control. Optim..
James V. Burke,
Gianluigi Pillonetto,
Bradley M. Bell,
2009,
Autom..
Stefano Carpin,
Gianluigi Pillonetto,
Gorkem Erinc,
2008,
2008 IEEE/RSJ International Conference on Intelligent Robots and Systems.
Gianluigi Pillonetto,
Maria Pia Saccomani,
G. Pillonetto,
2006,
Autom..
Gianluigi Pillonetto,
Bradley M. Bell,
G. Pillonetto,
2008,
Autom..
Alessandro Chiuso,
Gianluigi Pillonetto,
Giulia Prando,
2016,
2016 European Control Conference (ECC).
Damiano Varagnolo,
Luca Schenato,
Gianluigi Pillonetto,
2012,
2012 American Control Conference (ACC).
Lennart Ljung,
Tianshi Chen,
Alessandro Chiuso,
2013,
52nd IEEE Conference on Decision and Control.
Lennart Ljung,
Francesca P. Carli,
Tianshi Chen,
2014,
Autom..
Alessandro Chiuso,
Gianluigi Pillonetto,
G. Pillonetto,
2009,
Autom..
Alessandro Chiuso,
Aleksandr Y. Aravkin,
James V. Burke,
2013,
1302.6434.
Damiano Varagnolo,
Luca Schenato,
Gianluigi Pillonetto,
2015,
IEEE Transactions on Automatic Control.
Alessandro Chiuso,
Gianluigi Pillonetto,
Giulia Prando,
2015,
Autom..
Aleksandr Y. Aravkin,
Gianluigi Pillonetto,
G. Pillonetto,
2016,
2016 IEEE 26th International Workshop on Machine Learning for Signal Processing (MLSP).
Gianluigi Pillonetto,
Alberto Dalla Libera,
2022,
Neurocomputing.
Mauro Bisiacco,
Gianluigi Pillonetto,
G. Pillonetto,
2021,
Annual Reviews in Control.
Aleksandr Y. Aravkin,
James V. Burke,
Gianluigi Pillonetto,
2021,
IFAC-PapersOnLine.
Ruggero Carli,
Gianluigi Pillonetto,
Alberto Dalla Libera,
2021,
Autom..
Gianluigi Pillonetto,
Anna Scampicchio,
G. Pillonetto,
2022,
IEEE Transactions on Automatic Control.
Giovanni Sparacino,
Andrea Facchinetti,
Simone Del Favero,
2022,
IEEE Trans. Biomed. Eng..
Mauro Bisiacco,
Gianluigi Pillonetto,
G. Pillonetto,
2021,
SIAM J. Appl. Math..
Gianluigi Pillonetto,
G. Pillonetto,
2021,
ArXiv.
Aleksandr Y. Aravkin,
James V. Burke,
Gianluigi Pillonetto,
2013,
1303.5237.
Alessandro Chiuso,
Gianluigi Pillonetto,
G. Pillonetto,
2015
.
Deconvolution of non-stationary physical signals: a?smooth variance model for insulin secretion rate
Gianluigi Pillonetto,
Bradley M. Bell,
2004
.
Giovanni Sparacino,
Claudio Cobelli,
Gianluigi Pillonetto,
2003,
Mathematical biosciences.
Giovanni Sparacino,
Claudio Cobelli,
Gianluigi Pillonetto,
2002,
Annals of Biomedical Engineering.
Aleksandr Y. Aravkin,
James V. Burke,
Gianluigi Pillonetto,
2013
.
Michele Zorzi,
Michele Rossi,
Giorgio Quer,
2011
.
Damiano Varagnolo,
Luca Schenato,
Gianluigi Pillonetto,
2013
.
Alessandro Chiuso,
Aleksandr Y. Aravkin,
James V. Burke,
2012
.
Claudio Cobelli,
Andrea Caumo,
Gianluigi Pillonetto,
2010,
American journal of physiology. Endocrinology and metabolism.
Giovanni Sparacino,
Claudio Cobelli,
Riccardo Bellazzi,
2002,
American journal of physiology. Endocrinology and metabolism.
Damiano Varagnolo,
Luca Schenato,
Gianluigi Pillonetto,
2011
.
Giovanni Sparacino,
Gianluigi Pillonetto,
2000
.