Concepedia

Gianluigi Pillonetto

GP

Statistics

Publications

85

Citations

4.8K

H-Index

34

Active since

2001

Affiliations

University of Padua(Current)

University of Pavia

University of Washington

Linköping University

University of Washington Applied Physics Laboratory

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

Publications per year

2001–2023

85

Publications

85

Kernel methods in system identification, machine learning and function estimation: A survey

Gianluigi Pillonetto, Francesco Dinuzzo, Tianshi Chen et al. · Automatica · 2014 · 732 citations · Full text

Computing, Computer Science, Systems Engineering +16

A new kernel-based approach for linear system identification

Gianluigi Pillonetto, Giuseppe De Nicolao · Automatica · 2009 · 472 citations · Full text

Computing, Computer Science, Mathematics +13

Prediction error identification of linear systems: A nonparametric Gaussian regression approach

Gianluigi Pillonetto, Alessandro Chiuso, Giuseppe De Nicolao · Automatica · 2010 · 226 citations · Full text

Engineering, Computer Science, Systems Engineering +13

Newton-Raphson Consensus for Distributed Convex Optimization

Damiano Varagnolo, Filippo Zanella, Angelo Cenedese et al. · IEEE Transactions on Automatic Control · 2015 · 226 citations

Computing, Computer Science, Algorithms +16

Sensing, Compression, and Recovery for WSNs: Sparse Signal Modeling and Monitoring Framework

Giorgio Quer, Riccardo Masiero, Gianluigi Pillonetto et al. · IEEE Transactions on Wireless Communications · 2012 · 185 citations

Computing, Electrical Engineering, Bayesian Data Analysis +16

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