De Vito, Ernesto; Rosasco, Lorenzo; Rudi, Alessandro Regularization: from inverse problems to large-scale machine learning. (English) Zbl 07471340 De Mari, Filippo (ed.) et al., Harmonic and applied analysis. From Radon transforms to machine learning. Based on contributions presented at the 2nd and 3rd summer schools on applied harmonic analysis, University of Genova, Genova, Italy, 2017 and 2019. Cham: Birkhäuser. Appl. Numer. Harmon. Anal., 245-296 (2021). MSC: 68Txx PDFBibTeX XMLCite \textit{E. De Vito} et al., in: Harmonic and applied analysis. From Radon transforms to machine learning. Based on contributions presented at the 2nd and 3rd summer schools on applied harmonic analysis, University of Genova, Genova, Italy, 2017 and 2019. Cham: Birkhäuser. 245--296 (2021; Zbl 07471340) Full Text: DOI
De Mol, Christine; De Vito, Ernesto; Rosasco, Lorenzo Elastic-net regularization in learning theory. (English) Zbl 1319.62087 J. Complexity 25, No. 2, 201-230 (2009). MSC: 62G08 62J05 68T05 65C60 PDFBibTeX XMLCite \textit{C. De Mol} et al., J. Complexity 25, No. 2, 201--230 (2009; Zbl 1319.62087) Full Text: DOI arXiv Link