Rastogi, Abhishake; Blanchard, Gilles; Mathé, Peter Convergence analysis of Tikhonov regularization for non-linear statistical inverse problems. (English) Zbl 1473.65065 Electron. J. Stat. 14, No. 2, 2798-2841 (2020). MSC: 65J20 62G08 62G20 65J15 65Hxx 65J22 PDFBibTeX XMLCite \textit{A. Rastogi} et al., Electron. J. Stat. 14, No. 2, 2798--2841 (2020; Zbl 1473.65065) Full Text: DOI arXiv Euclid
Blanchard, Gilles; Mücke, Nicole Kernel regression, minimax rates and effective dimensionality: beyond the regular case. (English) Zbl 1443.62091 Anal. Appl., Singap. 18, No. 4, 683-696 (2020). MSC: 62G08 62M15 62C20 15A18 PDFBibTeX XMLCite \textit{G. Blanchard} and \textit{N. Mücke}, Anal. Appl., Singap. 18, No. 4, 683--696 (2020; Zbl 1443.62091) Full Text: DOI arXiv
Blanchard, Gilles; Mücke, Nicole Optimal rates for regularization of statistical inverse learning problems. (English) Zbl 1412.62042 Found. Comput. Math. 18, No. 4, 971-1013 (2018). MSC: 62G08 62G20 65J22 68Q32 47B32 PDFBibTeX XMLCite \textit{G. Blanchard} and \textit{N. Mücke}, Found. Comput. Math. 18, No. 4, 971--1013 (2018; Zbl 1412.62042) Full Text: DOI arXiv
Mücke, Nicole; Blanchard, Gilles Parallelizing spectrally regularized kernel algorithms. (English) Zbl 1461.68189 J. Mach. Learn. Res. 19, Paper No. 30, 29 p. (2018). MSC: 68T05 62G08 62J07 68W10 68W15 PDFBibTeX XMLCite \textit{N. Mücke} and \textit{G. Blanchard}, J. Mach. Learn. Res. 19, Paper No. 30, 29 p. (2018; Zbl 1461.68189) Full Text: Link
Blanchard, Gilles; Bousquet, Olivier; Massart, Pascal Statistical performance of support vector machines. (English) Zbl 1133.62044 Ann. Stat. 36, No. 2, 489-531 (2008). MSC: 62H30 68T05 62G05 62G20 62M45 47N30 PDFBibTeX XMLCite \textit{G. Blanchard} et al., Ann. Stat. 36, No. 2, 489--531 (2008; Zbl 1133.62044) Full Text: DOI arXiv