PILLONETTO, GIANLUIGI
PILLONETTO, GIANLUIGI
Dipartimento di Ingegneria dell'Informazione - DEI
A refinement of the stability test for reproducing kernel Hilbert spaces
2024 Bisiacco, M.; Pillonetto, G.
Dealing with collinearity in large-scale linear system identification using Gaussian regression
2024 Cao, W.; Pillonetto, G.
Kernel-based linear system identification: When does the representer theorem hold?
2024 Pillonetto, G.; Bisiacco, M.
Learning for Control: $\mathcal {L}_{1}$-error Bounds for Kernel-based Regression
2024 Bisiacco, M.; Pillonetto, G.
Mercer kernel absolute integrability is only sufficient for RKHS stability
2024 Bisiacco, M.; Pillonetto, G.
Full Bayesian identification of linear dynamic systems using stable kernels
2023 Pillonetto, G.; Ljung, L.
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.
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.
Kernel-based learning of orthogonal functions
2023 Scampicchio, A.; Bisiacco, M.; Pillonetto, G.
Sliding-Mode Theory Under Feedback Constraints and the Problem of Epidemic Control
2023 Bisiacco, Mauro; Pillonetto, Gianluigi
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
Closed-form expressions and nonparametric estimation of COVID-19 infection rate
2022 Bisiacco, Mauro; Pillonetto, Gianluigi; Cobelli, Claudio
Dealing with collinearity in large-scale linear system identification using Bayesian regularization
2022 Cao, W.; Pillonetto, G.
Finite-Sample Guarantees for State-Space System Identification Under Full State Measurements
2022 Baggio, G.; Care, A.; Pillonetto, G.
Linear Model Identification for Personalized Prediction and Control in Diabetes
2022 Faccioli, S.; Facchinetti, A.; Sparacino, G.; Pillonetto, G.; Del Favero, S.
Linear system identification using the sequential stabilizing spline algorithm
2022 Pillonetto, Gianluigi; Chiuso, Alessandro
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.
Regularized System Identification
2022 Pillonetto, Gianluigi; Chen, Tianshi; Chiuso, Alessandro; De Nicolao, Giuseppe; Ljung, Lennart
Sample complexity and minimax properties of exponentially stable regularized estimators
2022 Pillonetto, G.; Scampicchio, A.