Sfoglia per Autore
On-line Bayesian system identification
2016 Romeres, Diego; Prando, Giulia; Pillonetto, Gianluigi; Chiuso, Alessandro
A new kernel-based approach to hybrid system identification
2016 Pillonetto, Gianluigi
Regularized linear system identification using atomic, nuclear and kernel-based norms: The role of the stability constraint
2016 Pillonetto, Gianluigi; Chen, Tianshi; Chiuso, Alessandro; DE NICOLAO, Giuseppe; Ljung, Lennart
A stable spline convex approach to hybrid systems identification
2016 Pillonetto, G.; Aravkin, A. Y.
Robust em kernel-based methods for linear system identification
2016 Bottegal, Giulio; Aravkin, Aleksandr Y.; Hjalmarsson, Håkan; Pillonetto, Gianluigi
Newton-Raphson Consensus for Distributed Convex Optimization
2016 Varagnolo, Damiano; Zanella, Filippo; Cenedese, Angelo; Pillonetto, Gianluigi; Schenato, Luca
Maximum entropy properties of discrete-time first-order stable spline kernel
2016 Chen, Tianshi; Ardeshiri, Tohid; Carli, FRANCESCA PAOLA; Chiuso, Alessandro; Ljung, Lennart; Pillonetto, Gianluigi
Tuning complexity in regularized kernel-based regression and linear system identification: The robustness of the marginal likelihood estimator
2015 Pillonetto, Gianluigi; Chiuso, Alessandro
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
The connection between Bayesian estimation of a Gaussian random field and RKHS
2015 Aravkin, Aleksandr Y.; Bell, Bradley M.; Burke, James V.; Pillonetto, Gianluigi
Bayesian identification of LPV Box-Jenkins models
2015 Darwish, Mohamed; Cox, Pepijn; Pillonetto, Gianluigi; Toth, Roland
Multi-agents adaptive estimation and coverage control using Gaussian regression
2015 Carron, Andrea; Todescato, Marco; Carli, Ruggero; Schenato, Luca; Pillonetto, Gianluigi
The role of rank penalties in linear system identification
2015 Prando, Giulia; Pillonetto, Gianluigi; Chiuso, Alessandro
Outlier robust kernel-based system identification using ℓ1-Laplace techniques
2015 Bottegal, Giulio; Hjalmarsson, Hakan; Aravkin, Alexandr Y.; Pillonetto, Gianluigi
Spectral analysis of the DC kernel for regularized system identification
2015 Chen, T.; Pillonetto, Gianluigi; Chiuso, Alessandro; Ljung, L.
Estimation of arterial arrival time and cerebral blood flow from QUASAR arterial spin labeling using stable spline
2015 Castellaro, Marco; Peruzzo, Denis; Mehndiratta, Amit; Pillonetto, Gianluigi; Petersen, Esben Thade; Golay, Xavier; Chappell, Michael A.; Bertoldo, Alessandra
Auto-tuning procedures for distributed nonparametric regression algorithms
2015 Varagnolo, Damiano; Pillonetto, Gianluigi; Schenato, Luca
Bayesian kernel-based system identification with quantized output data
2015 Bottegal, Giulio; Pillonetto, Gianluigi; Hjalmarsson, Håkan
Identification of hybrid systems using stable spline kernels
2015 Pillonetto, Gianluigi
Perspectives of orthonormal basis functions based kernels in Bayesian system identification?
2015 Darwishy, Mohamed; Pillonetto, Gianluigi; Tothy, Roland
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