Blanchard, Gilles; Fermanian, Jean-Baptiste Nonasymptotic one- and two-sample tests in high dimension with unknown covariance structure. (English) Zbl 07822567 Belomestny, Denis (ed.) et al., Foundations of modern statistics. Festschrift in honor of Vladimir Spokoiny. Selected contributions based on the presentations at the international conference, Berlin, Germany, November 6–8, 2019 and Moscow, Russia, November 30, 2019. Cham: Springer. Springer Proc. Math. Stat. 425, 121-162 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{G. Blanchard} and \textit{J.-B. Fermanian}, Springer Proc. Math. Stat. 425, 121--162 (2023; Zbl 07822567) Full Text: DOI arXiv
Blanchard, Gilles; Deshmukh, Aniket Anand; Dogan, Urun; Lee, Gyemin; Scott, Clayton Domain generalization by marginal transfer learning. (English) Zbl 07370519 J. Mach. Learn. Res. 22, Paper No. 2, 55 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{G. Blanchard} et al., J. Mach. Learn. Res. 22, Paper No. 2, 55 p. (2021; Zbl 07370519) Full Text: arXiv Link
Gribonval, Rémi; Blanchard, Gilles; Keriven, Nicolas; Traonmilin, Yann Compressive statistical learning with random feature moments. (English) Zbl 1478.62164 Math. Stat. Learn. 3, No. 2, 113-164 (2020). MSC: 62H30 62G05 68Q32 68T05 PDFBibTeX XMLCite \textit{R. Gribonval} et al., Math. Stat. Learn. 3, No. 2, 113--164 (2020; Zbl 1478.62164) 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
Tolstikhin, Ilya; Zhivotovskiy, Nikita; Blanchard, Gilles Permutational Rademacher complexity. A new complexity measure for transductive learning. (English) Zbl 1471.68226 Chaudhuri, Kamalika (ed.) et al., Algorithmic learning theory. 26th international conference, ALT 2015, Banff, AB, Canada, October 4–6, 2015. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 9355, 209-223 (2015). MSC: 68T05 60E15 68Q32 PDFBibTeX XMLCite \textit{I. Tolstikhin} et al., Lect. Notes Comput. Sci. 9355, 209--223 (2015; Zbl 1471.68226) Full Text: DOI arXiv
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
Blanchard, G.; Schäfer, C.; Rozenholc, Y.; Müller, K.-R. Optimal dyadic decision trees. (English) Zbl 1470.68085 Mach. Learn. 66, No. 2-3, 209-241 (2007). MSC: 68T05 62H30 68T20 PDFBibTeX XMLCite \textit{G. Blanchard} et al., Mach. Learn. 66, No. 2--3, 209--241 (2007; Zbl 1470.68085) Full Text: DOI
Blanchard, Gilles; Bousquet, Olivier; Zwald, Laurent Statistical properties of kernel principal component analysis. (English) Zbl 1470.62077 Mach. Learn. 66, No. 2-3, 259-294 (2007). MSC: 62H25 46E22 PDFBibTeX XMLCite \textit{G. Blanchard} et al., Mach. Learn. 66, No. 2--3, 259--294 (2007; Zbl 1470.62077) Full Text: DOI