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Found 191 Documents (Results 1–100)

Oracle inequalities for local and global empirical risk minimizers. (English) Zbl 1443.62148

Boche, Holger (ed.) et al., Compressed sensing and its applications. Selected papers of the third international MATHEON conference, TU Berlin, Berlin, Germany, December 4–8, 2017. Cham: Birkhäuser. Appl. Numer. Harmon. Anal., 211-236 (2019).
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An adaptive proximal method for variational inequalities. (English. Russian original) Zbl 1477.47066

Comput. Math. Math. Phys. 59, No. 5, 836-841 (2019); translation from Zh. Vychisl. Mat. Mat. Fiz. 59, No. 5, 889-894 (2019).
MSC:  47J25 65K15
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PAC-Bayesian aggregation of affine estimators. (English) Zbl 1414.62156

Bertail, Patrice (ed.) et al., Nonparametric statistics. 3rd ISNPS, Avignon, France, June 2016. Seleced papers of the 3rd conference of the International Society for Nonparametric Statistics (ISNPS), Avignon, France, June 11–16, 2016. Cham: Springer. Springer Proc. Math. Stat. 250, 133-144 (2018).
MSC:  62G30 62G08 62J02
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Bounds on the prediction error of penalized least squares estimators with convex penalty. (English) Zbl 06848045

Panov, Vladimir (ed.), Modern problems of stochastic analysis and statistics. Selected contributions in honor of Valentin Konakov’s 70th birthday, Moscow, Russia, May 29 – June 2, 2016. Cham: Springer. Springer Proc. Math. Stat. 208, 315-333 (2017).
MSC:  62J07
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