PILLONETTO, GIANLUIGI
PILLONETTO, GIANLUIGI
Dipartimento di Ingegneria dell'Informazione - DEI
A Bayesian approach to sparse dynamic network identification
2012 Chiuso, Alessandro; Pillonetto, Gianluigi
A kernel-based approach for quantification of dynamic PET studies
2013 Peruzzo, Denis; Rizzo, Gaia; Pillonetto, Gianluigi; Bertoldo, Alessandra
A multi-task learning approach for the extraction of single-trial evoked potentials
2013 D’Avanzo, C; Goljahani, Anahita; Pillonetto, Gianluigi; De Nicolao, G.; Sparacino, Giovanni
A new dynamic index of insulin sensitivity
2006 Pillonetto, Gianluigi; A., Caumo; Sparacino, Giovanni; Cobelli, Claudio
A new kernel-based approach for linear system identification
2010 Pillonetto, Gianluigi; G., DE NICOLAO
A New Kernel-Based Approach for NonlinearSystem Identification
2011 Pillonetto, Gianluigi; Minh Ha, Quang; Chiuso, Alessandro
A new kernel-based approach to hybrid system identification
2016 Pillonetto, Gianluigi
A new kernel-based approach to system identification with quantized output data
2017 Bottegal, Giulio; Hjalmarsson, Hã¥kan; Pillonetto, Gianluigi
A variation of the Newton–Pepys problem and its connections to size-estimation problems
2013 Varagnolo, Damiano; Schenato, Luca; Pillonetto, Gianluigi
An index of parameter reproducibility accounting for estimation uncertainty: Theory and case study on β-cell responsivity and insulin sensitivity
2015 DALLA MAN, Chiara; Pillonetto, Gianluigi; Riz, Michela; Cobelli, Claudio
An inequality constrained nonlinear Kalman-Bucy smoother by interior point likelihood maximization
2009 B. M., Bell; J. V., Burke; Pillonetto, Gianluigi
An l1-Laplace Robust Kalman Smoother
2011 Aleksandr Y., Aravkin; Bradley M., Bell; James V., Burke; Pillonetto, Gianluigi
Assessment on clinical data of nonlinear stochastic deconvolution versus Singular Value Decomposition for quantitative Dynamic Susceptibility Contrast-Magnetic Resonance Imaging
2011 Peruzzo, Denis; Zanderigo, Francesca; Bertoldo, Alessandra; Pillonetto, Gianluigi; M., Cosottini; Cobelli, Claudio
Bayes and empirical Bayes semi-blind deconvolution using eigenfunctions of a prior covariance
2007 Pillonetto, Gianluigi; Bell, B. M.
Bayesian frequentist bounds for machine learning and system identification
2022 Baggio, G; Care, A; Scampicchio, A; Pillonetto, G
Bayesian frequentist bounds for machine learning and system identification
2022 Baggio, G; Care, A; Scampicchio, A; Pillonetto, G
Bayesian on-line multi-task learning of Gaussian processes
2010 Pillonetto, Gianluigi; F., Dinuzzo; G., DE NICOLAO
Boosting as a kernel-based method
2019 Aravkin, A. Y.; Bottegal, G.; Pillonetto, G.
Client-server multi-task learning from distributed datasets
2011 F., Dinuzzo; Pillonetto, Gianluigi; G., De Nicolao
Closed-form expressions and nonparametric estimation of COVID-19 infection rate
2022 Bisiacco, Mauro; Pillonetto, Gianluigi; Cobelli, Claudio