Pillonetto, Gianluigi; Chiuso, Alessandro Linear system identification using the sequential stabilizing spline algorithm. (English) Zbl 1485.93131 Automatica 138, Article ID 110169, 12 p. (2022). MSC: 93B30 93C05 93D05 65D07 PDFBibTeX XMLCite \textit{G. Pillonetto} and \textit{A. Chiuso}, Automatica 138, Article ID 110169, 12 p. (2022; Zbl 1485.93131) Full Text: DOI
Bonettini, S.; Chiuso, A.; Prato, M. A scaled gradient projection method for Bayesian learning in dynamical systems. (English) Zbl 1461.65133 SIAM J. Sci. Comput. 37, No. 3, A1297-A1318 (2015). MSC: 65K05 90C30 90C90 93B30 PDFBibTeX XMLCite \textit{S. Bonettini} et al., SIAM J. Sci. Comput. 37, No. 3, A1297--A1318 (2015; Zbl 1461.65133) Full Text: DOI arXiv
Aravkin, Aleksandr Y.; Burke, James V.; Chiuso, Alessandro; Pillonetto, Gianluigi Convex vs nonconvex approaches for sparse estimation: GLasso, Multiple Kernel Learning and Hyperparameter GLasso. arXiv:1302.6434 Preprint, arXiv:1302.6434 [stat.ML] (2013). MSC: 62F35 65K10 47N30 BibTeX Cite \textit{A. Y. Aravkin} et al., ``Convex vs nonconvex approaches for sparse estimation: GLasso, Multiple Kernel Learning and Hyperparameter GLasso'', Preprint, arXiv:1302.6434 [stat.ML] (2013) Full Text: arXiv OA License
Pillonetto, Gianluigi; Chiuso, Alessandro Fast computation of smoothing splines subject to equality constraints. (English) Zbl 1192.93055 Automatica 45, No. 12, 2842-2849 (2009). MSC: 93C25 93B30 65D07 PDFBibTeX XMLCite \textit{G. Pillonetto} and \textit{A. Chiuso}, Automatica 45, No. 12, 2842--2849 (2009; Zbl 1192.93055) Full Text: DOI