Sfoglia per Autore
Tracking the time course of reproduction number and lockdown’s effect on human behaviour during SARS-CoV-2 epidemic: nonparametric estimation
2021 Pillonetto, G.; Bisiacco, M.; Palu, G.; Cobelli, C.
Deep prediction networks
2021 DALLA LIBERA, Alberto; Pillonetto, Gianluigi
Kernel-based learning of orthogonal functions
2020 Scampicchio, Anna; Pillonetto, G.; Bisiacco, M.
LQR Design under Stability Constraints
2020 Scampicchio, Anna; Aleksandr, Aravkin; Pillonetto, Gianluigi
A novel Multiplicative Polynomial Kernel for Volterra series identification
2020 Dalla, Libera; Carli, R.; Pillonetto, Gianluigi
Kernel Absolute Summability Is Sufficient but Not Necessary for RKHS Stability
2020 Bisiacco, Mauro; Pillonetto, Gianluigi
On the mathematical foundations of stable RKHSs
2020 Bisiacco, Mauro; Pillonetto, Gianluigi
Efficient spatio-temporal Gaussian regression via Kalman filtering
2020 Todescato, M.; Carron, A.; Carli, R.; Pillonetto, G.; Schenato, L.
A convex approach to robust LQR
2020 Scampicchio, A.; Pillonetto, G.
On the mathematical foundations of stable RKHSs
2020 Bisiacco, M.; Pillonetto, G.
Robust Singular Smoothers For Tracking Using Low-Fidelity Data
2019 J., Jonker; Aravkin, A.; Burke, J.; Pillonetto, G.; Webster, S. E.
Distributed multi-agent Gaussian regression via finite-dimensional approximations
2019 Pillonetto, Gianluigi; Schenato, Luca; Varagnolo, Damiano
A New Model Selection Approach to Hybrid Kernel-Based Estimation
2019 Scampicchio, A.; Pillonetto, G.
Stable spline identification of linear systems under missing data
2019 Pillonetto, Gianluigi; Chiuso, Alessandro; De Nicolao, Giuseppe
Proprioceptive Robot Collision Detection through Gaussian Process Regression
2019 DALLA LIBERA, Alberto; Tosello, Elisa; Pillonetto, Gianluigi; Ghidoni, Stefano; Carli, Ruggero
Fast robust methods for singular state-space models
2019 Jonker, J.; Aravkin, A.; Burke, J. V.; Pillonetto, G.; Webster, S.
System Identification: A Machine Learning Perspective
2019 Chiuso, A.; Pillonetto, G.
Bayesian Kernel-Based Linear Control Design
2019 Scampicchio, Anna; Chiuso, Alessandro; Formentin, Simone; Pillonetto, Gianluigi
Boosting as a kernel-based method
2019 Aravkin, A. Y.; Bottegal, G.; Pillonetto, G.
Nonlinear Hybrid Systems Identification using Kernel-Based Techniques
2018 Scampicchio, Anna; Giaretta, A.; Pillonetto, G.
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