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G

Gianluigi Pillonetto

university of padova

35H-index
215Paper Count
5.1KCitation Count
Published Papers 62
Publication Date
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Novel treatment-specific causal biomarkers for colorectal cancer by omics integration
errNAR GENOMICS AND BIOINFORMATICS
IF2.8
err2025-06-01
err0
errOAAI
errYazdani, Akram; Yazdani, Azam; Mendez-Giraldez, Raul; Pillonetto, Gianluigi; Samiei, Esmat; Hadi, Reza; Lenz, Heinz-Josef; Venook, Alan P.; Samiei, Ahmad; Nixon, Andrew B.; Lucci, Joseph A.; Kopetz, Scott; Bertagnolli, Monica M.; Innocenti, Federico
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paper Dealing with collinearity in large-scale linear system identification using Gaussian regression
errAUTOMATICA
IF5.9
err2024-08-01
err0
errOAAI
errCao, Wenqi; Pillonetto, Gianluigi
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errSave
A refinement of the stability test for reproducing kernel Hilbert spaces
errAUTOMATICA
IF5.9
err2024-05-01
err1
PREAI
errBisiacco, Mauro; Pillonetto, Gianluigi
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errSave
Kernel-based linear system identification: When does the representer theorem hold?
errAUTOMATICA
IF5.9
err2024-01-01
err1
errOAAI
errPillonetto, Gianluigi; Bisiacco, Mauro
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errSave
Kernel Methods and Gaussian Processes for System Identification and Control A ROAD MAP ON REGULARIZED KERNEL-BASED LEARNING FOR CONTROL
errIEEE CONTROL SYSTEMS MAGAZINE
IF6.3
err2023-10-01
err6
PREAI
errCare, Algo; Carli, Ruggero; Dalla Libera, Alberto; Romeres, Diego; Pillonetto, Gianluigi
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errSave
Kernel-based learning of orthogonal functions
errNEUROCOMPUTING
IF6.5
err2023-08-01
err2
errOAAI
errScampicchio, Anna; Bisiacco, Mauro; Pillonetto, Gianluigi
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errSave
Bayesian frequentist bounds for machine learning and system identification
errAUTOMATICA
IF5.9
err2022-12-01
err6
PREAI
errBaggio, Giacomo; Care, Algo; Scampicchio, Anna; Pillonetto, Gianluigi
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errSave
Sparse estimation in linear dynamic networks using the stable spline horseshoe prior
errAUTOMATICA
IF5.9
err2022-12-01
err3
PREAI
errPillonetto, Gianluigi; Yazdani, Akram
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errSave
Sample Complexity and Minimax Properties of Exponentially Stable Regularized Estimators
errIEEE TRANSACTIONS ON AUTOMATIC CONTROL
IF7
err2022-05-01
err3
PREAI
errPillonetto, Gianluigi; Scampicchio, Anna
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errSave
Linear system identification using the sequential stabilizing spline algorithm
errAUTOMATICA
IF5.9
err2022-04-01
err4
PREAI
errPillonetto, Gianluigi; Chiuso, Alessandro
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errSave
Stable and robust LQR design via scenario approach
errAUTOMATICA
IF5.9
err2021-07-01
err12
errOAAI
errScampicchio, Anna; Aravkin, Aleksandr; Pillonetto, Gianluigi
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errSave
On the mathematical foundations of stable RKHSs
errAUTOMATICA
IF5.9
err2020-08-01
err17
errOAAI
errBisiacco, Mauro; Pillonetto, Gianluigi
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errSave
Efficient spatio-temporal Gaussian regression via Kalman filtering
errAUTOMATICA
IF5.9
err2020-08-01
err16
errOAAI
errTodescato, Marco; Carron, Andrea; Carli, Ruggero; Pillonetto, Gianluigi; Schenato, Luca
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errSave
Stable spline identification of linear systems under missing data
errAUTOMATICA
IF5.9
err2019-10-01
err6
errOAAI
errPillonetto, Gianluigi; Chiuso, Alessandro; De Nicolao, Giuseppe
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errSave
Fast robust methods for singular state-space models
errAUTOMATICA
IF5.9
err2019-07-01
err9
errOAAI
errJonker, Jonathan; Aravkin, Aleksandr; Burke, James V.; Pillonetto, Gianluigi; Webster, Sarah
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errSave
Boosting as a kernel-based method
errMACHINE LEARNING
IF2.9
err2019-05-17
err3
errOAAI
errAravkin, Aleksandr Y.; Bottegal, Giulio; Pillonetto, Gianluigi
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errSave
System Identification: A Machine Learning Perspective
errannual review of control robotics and autonomous systems
IF0
err2019-05-03
err75
errOAAI
errChiuso, A.; Pillonetto, G.
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errSave
Prediction-error identification of LPV systems: A nonparametric Gaussian regression approach
errAUTOMATICA
IF5.9
err2018-11-01
err18
PREAI
errDarwish, Mohamed Abdelmonim Hassan; Cox, Pepijn Bastiaan; Proimadis, Ioannis; Pillonetto, Gianluigi; Toth, Roland
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GENERALIZED SYSTEM IDENTIFICATION WITH STABLE SPLINE KERNELS
errSIAM JOURNAL ON SCIENTIFIC COMPUTING
IF2.6
err2018-10-23
err6
errOAAI
errAravkin, Aleksandr Y.; Burke, James, V; Pillonetto, Gianluigi
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errSave
On the stability of reproducing kernel Hilbert spaces of discrete-time impulse responses
errAUTOMATICA
IF5.9
err2018-09-01
err19
PREAI
errChen, Tianshi; Pillonetto, Gianluigi
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
C
Claudio Cobelli
H-index: 110 · Papers: 1.1K
A
Alan P. Venook
H-index: 96 · Papers: 777
L
Lennart Ljung
H-index: 83 · Papers: 743
M
Michele Zorzi
H-index: 81 · Papers: 1.2K
A
Aleksandr Y. Aravkin
H-index: 76 · Papers: 369
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