Sfoglia per Autore
Kernel-based linear system identification: When does the representer theorem hold?
2024 Pillonetto, G.; Bisiacco, M.
Sliding-Mode Theory Under Feedback Constraints and the Problem of Epidemic Control
2023 Bisiacco, Mauro; Pillonetto, Gianluigi
In silico design and validation of a time-varying PID controller for an artificial pancreas with intraperitoneal insulin delivery and glucose sensing
2023 Dalla Libera, A.; Toffanin, C.; Drecogna, M.; Galderisi, A.; Pillonetto, G.; Cobelli, C.
Full Bayesian identification of linear dynamic systems using stable kernels
2023 Pillonetto, G.; Ljung, L.
Kernel-based learning of orthogonal functions
2023 Scampicchio, A.; Bisiacco, M.; Pillonetto, G.
Kernel Methods and Gaussian Processes for System Identification and Control: A Road Map on Regularized Kernel-Based Learning for Control
2023 Care, A.; Carli, R.; Libera, A. D.; Romeres, D.; Pillonetto, G.
Regularized System Identification
2022 Pillonetto, Gianluigi; Chen, Tianshi; Chiuso, Alessandro; De Nicolao, Giuseppe; Ljung, Lennart
Bayesian frequentist bounds for machine learning and system identification
2022 Baggio, G; Care, A; Scampicchio, A; Pillonetto, G
Model-free radio map estimation in massive MIMO systems via semi-parametric Gaussian regression
2022 DAL FABBRO, Nicolò; Rossi, M.; Pillonetto, G.; Schenato, L.; Piro, G.
Linear system identification using the sequential stabilizing spline algorithm
2022 Pillonetto, Gianluigi; Chiuso, Alessandro
Dealing with collinearity in large-scale linear system identification using Bayesian regularization
2022 Cao, W.; Pillonetto, G.
Linear Model Identification for Personalized Prediction and Control in Diabetes
2022 Faccioli, S.; Facchinetti, A.; Sparacino, G.; Pillonetto, G.; Del Favero, S.
Sample complexity and minimax properties of exponentially stable regularized estimators
2022 Pillonetto, G.; Scampicchio, A.
Finite-Sample Guarantees for State-Space System Identification Under Full State Measurements
2022 Baggio, G.; Care, A.; Pillonetto, G.
Closed-form expressions and nonparametric estimation of COVID-19 infection rate
2022 Bisiacco, Mauro; Pillonetto, Gianluigi; Cobelli, Claudio
Bayesian frequentist bounds for machine learning and system identification
2022 Baggio, G; Care, A; Scampicchio, A; Pillonetto, G
Deep prediction networks
2021 DALLA LIBERA, Alberto; Pillonetto, Gianluigi
Stable and robust LQR design via scenario approach
2021 Scampicchio, A.; Aravkin, A.; Pillonetto, G.
COVID-19 epidemic control using short-term lockdowns for collective gain
2021 Bisiacco, M.; Pillonetto, G.
Algorithms for Block Tridiagonal Systems: Foundations and New Results for Generalized Kalman Smoothing
2021 Aravkin, Aleksandr; Burke, James; Bell, Bradley; Pillonetto, Gianluigi
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