Concepedia

Gianluigi Pillonetto

GP

Statistics

Publications

14

Citations

463

H-Index

13

Active since

2002

Affiliations

University of Padua(Current)

San Raffaele University of Rome

University of Pavia

Gianluigi Pillonetto is an author at University of Padua specializing in computing, system identification, and machine learning.

Publications per year

2002–2024

14

Publications

14

An $\ell _{1}$-Laplace Robust Kalman Smoother

Aleksandr Y. Aravkin, Bradley M. Bell, James V. Burke et al. · IEEE Transactions on Automatic Control · 2011 · 90 citations

Computing, Computational Engineering, Algorithms +14

Deep networks for system identification: A survey

Gianluigi Pillonetto, Aleksandr Y. Aravkin, Daniel Gedon et al. · Automatica · 2024 · 75 citations · Full text

Computing, Computer Science, Systems Engineering +13

Motion planning using adaptive random walks

Stefano Carpin, Gianluigi Pillonetto · IEEE Transactions on Robotics · 2005 · 59 citations

Computing, Robotics Engineering, Motion Planning +10

Minimal model S<sub>I</sub>=0 problem in NIDDM subjects: nonzero Bayesian estimates with credible confidence intervals

Gianluigi Pillonetto, Giovanni Sparacino, Paolo Magni et al. · American Journal of Physiology-Endocrinology and Metabolism · 2002 · 51 citations

Computing, Biostatistics, Bayesian Biostatistics +16

Tuning complexity in kernel-based linear system identification: The robustness of the marginal likelihood estimator

Gianluigi Pillonetto, Alessandro Chiuso · 2014 · 33 citations

Engineering, Computer Science, Econometrics +16

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