Gianluigi Pillonetto 个人学术档案

引用次数

	总计	2019 年至今
引用	6630	3404
h 指数	41	27
i10 指数	117	70

760

380

190

570

2005200620072008200920102011201220132014201520162017201820192020202120222023202423 43 35 40 70 81 127 204 248 293 392 418 523 647 478 588 606 626 746 344

开放获取的出版物数量

查看全部

48 篇文章

24 篇文章

可查看的文章

无法查看的文章

根据资助方的强制性开放获取政策

合著作者

Alessandro ChiusoProfessor of Automatic Control, University of Padova在 dei.unipd.it 的电子邮件经过验证
Lennart LjungProfessor of Automatic Control, Linköping University, Sweden在 isy.liu.se 的电子邮件经过验证
Aleksandr AravkinUniversity of Washington在 uw.edu 的电子邮件经过验证
luca schenatoProfessor of Electrical Engineering, University of Padova在 dei.unipd.it 的电子邮件经过验证
Claudio CobelliFull Professor of Bioengineering, University of Padova在 dei.unipd.it 的电子邮件经过验证
James V BurkeUniversity of Washington在 uw.edu 的电子邮件经过验证
Damiano VaragnoloDepartment of Engineering Cybernetics, NTNU - Norwegian University of Science and Technology在 ntnu.no 的电子邮件经过验证
Francesco DinuzzoMeta在 fb.com 的电子邮件经过验证
Giovanni SparacinoFull Professor of Biomedical Engineering - University of Padova, Italy在 dei.unipd.it 的电子邮件经过验证
Angelo CenedeseAssociate Professor, University of Padova在 unipd.it 的电子邮件经过验证
Filippo ZanellaUniversity of Padua在 dei.unipd.it 的电子邮件经过验证
Alessandra BertoldoDepartment of Information Engineering, University of Padova在 dei.unipd.it 的电子邮件经过验证
Stefano CarpinProfessor, University of California, Merced在 ucmerced.edu 的电子邮件经过验证
Håkan HjalmarssonCentre for Advanced Bioproduction, Linnaeus Centre ACCESS, School of EE and CS在 kth.se 的电子邮件经过验证
Michele RossiDept. of Information Engineering - University of Padova, Italy在 dei.unipd.it 的电子邮件经过验证
Martin S. AndersenTechnical University of Denmark在 dtu.dk 的电子邮件经过验证
Francesca Paola CarliPostdoctoral Associate, University of Cambridge在 eng.cam.ac.uk 的电子邮件经过验证
Giorgio QuerScripps Research Translational Institute在 scripps.edu 的电子邮件经过验证
Michele ZorziDept. of Information Engineering - University of Padova, Italy在 dei.unipd.it 的电子邮件经过验证
Minh Ha QuangTeam Leader, RIKEN Center for Advanced Intelligence Project在 ieee.org 的电子邮件经过验证

关注

Gianluigi Pillonetto

Professor of Automatic Control, University of Padova

在 dei.unipd.it 的电子邮件经过验证 - 首页

System identification Learning for control Machine learning


标题按引用次数排序按年份排序按标题排序	引用次数引用次数	年份
Kernel methods in system identification, machine learning and function estimation: A survey G Pillonetto, F Dinuzzo, T Chen, G De Nicolao, L Ljung Automatica 50 (3), 657-682, 2014	865	2014
A new kernel-based approach for linear system identification G Pillonetto, G De Nicolao Automatica 46 (1), 81-93, 2010	521	2010
Prediction error identification of linear systems: a nonparametric Gaussian regression approach G Pillonetto, A Chiuso, G De Nicolao Automatica 47 (2), 291-305, 2011	243	2011
Sensing, compression, and recovery for WSNs: Sparse signal modeling and monitoring framework G Quer, R Masiero, G Pillonetto, M Rossi, M Zorzi IEEE Transactions on wireless communications 11 (10), 3447-3461, 2012	222	2012
Newton-Raphson consensus for distributed convex optimization D Varagnolo, F Zanella, A Cenedese, G Pillonetto, L Schenato IEEE Transactions on Automatic Control 61 (4), 994-1009, 2015	205	2015
A Bayesian approach to sparse dynamic network identification A Chiuso, G Pillonetto Automatica 48 (8), 1553-1565, 2012	195	2012
System identification via sparse multiple kernel-based regularization using sequential convex optimization techniques T Chen, MS Andersen, L Ljung, A Chiuso, G Pillonetto IEEE Transactions on Automatic Control 59 (11), 2933-2945, 2014	183	2014
System identification: A machine learning perspective A Chiuso, G Pillonetto Annual Review of Control, Robotics, and Autonomous Systems 2 (1), 281-304, 2019	130	2019
A new kernel-based approach for nonlinearsystem identification G Pillonetto, MH Quang, A Chiuso IEEE Transactions on Automatic Control 56 (12), 2825-2840, 2011	127	2011
Generalized Kalman smoothing: Modeling and algorithms A Aravkin, JV Burke, L Ljung, A Lozano, G Pillonetto Automatica 86, 63-86, 2017	122	2017
Newton-Raphson consensus for distributed convex optimization F Zanella, D Varagnolo, A Cenedese, G Pillonetto, L Schenato 2011 50th IEEE Conference on Decision and Control and European Control …, 2011	115	2011
Numerical non-identifiability regions of the minimal model of glucose kinetics: superiority of Bayesian estimation G Pillonetto, G Sparacino, C Cobelli Mathematical biosciences 184 (1), 53-67, 2003	114	2003
Motion planning using adaptive random walks S Carpin, G Pillonetto IEEE Transactions on Robotics 21 (1), 129-136, 2005	112	2005
An-Laplace Robust Kalman Smoother AY Aravkin, BM Bell, JV Burke, G Pillonetto IEEE Transactions on Automatic Control 56 (12), 2898-2911, 2011	109	2011
Learning output kernels with block coordinate descent F Dinuzzo, CS Ong, G Pillonetto, PV Gehler Proceedings of the 28th international conference on machine learning (icml …, 2011	104	2011
Tuning complexity in regularized kernel-based regression and linear system identification: The robustness of the marginal likelihood estimator G Pillonetto, A Chiuso Automatica 58, 106-117, 2015	90	2015
Regularized system identification: Learning dynamic models from data G Pillonetto, T Chen, A Chiuso, G De Nicolao, L Ljung Springer Nature, 2022	86	2022
Sparse/Robust Estimation and Kalman Smoothing with Nonsmooth Log-Concave Densities: Modeling, Computation, and Theory. AY Aravkin, JV Burke, G Pillonetto Journal of Machine Learning Research 14, 2013	79	2013
Regularized linear system identification using atomic, nuclear and kernel-based norms: The role of the stability constraint G Pillonetto, T Chen, A Chiuso, G De Nicolao, L Ljung Automatica 69, 137-149, 2016	78	2016
Bayesian online multitask learning of Gaussian processes G Pillonetto, F Dinuzzo, G De Nicolao IEEE Transactions on Pattern Analysis and Machine Intelligence 32 (2), 193-205, 2008	78	2008

系统目前无法执行此操作，请稍后再试。

文章 1–20

每年引用数

重复的引用

合并的引用

添加合著者合著作者

上传 PDF

关注此作者

引用次数

合著作者

引用