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Györfi, László; Weiss, Roi Universal consistency and rates of convergence of multiclass prototype algorithms in metric spaces. (English) Zbl 07415094 J. Mach. Learn. Res. 22, Paper No. 151, 25 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{L. Györfi} and \textit{R. Weiss}, J. Mach. Learn. Res. 22, Paper No. 151, 25 p. (2021; Zbl 07415094) Full Text: arXiv Link
Yang, Guowu; Yang, Yuhong Minimax-rate adaptive nonparametric regression with unknown correlations of errors. (English) Zbl 1412.62046 Sci. China, Math. 62, No. 2, 227-244 (2019). MSC: 62G08 62C20 PDFBibTeX XMLCite \textit{G. Yang} and \textit{Y. Yang}, Sci. China, Math. 62, No. 2, 227--244 (2019; Zbl 1412.62046) Full Text: DOI
Kontorovich, Aryeh; Sabato, Sivan; Urner, Ruth Active nearest-neighbor learning in metric spaces. (English) Zbl 1469.68091 J. Mach. Learn. Res. 18(2017-2018), Paper No. 195, 38 p. (2018). MSC: 68T05 62G05 62H30 PDFBibTeX XMLCite \textit{A. Kontorovich} et al., J. Mach. Learn. Res. 18, Paper No. 195, 38 p. (2018; Zbl 1469.68091) Full Text: arXiv Link
Kelava, Augustin; Kohler, Michael; Krzyżak, Adam; Schaffland, Tim Fabian Nonparametric estimation of a latent variable model. (English) Zbl 1352.62057 J. Multivariate Anal. 154, 112-134 (2017). MSC: 62G08 62G20 62H25 PDFBibTeX XMLCite \textit{A. Kelava} et al., J. Multivariate Anal. 154, 112--134 (2017; Zbl 1352.62057) Full Text: DOI
Kohler, Michael; Krzyżak, Adam Estimation of a jump point in random design regression. (English) Zbl 1328.62244 Stat. Probab. Lett. 106, 247-255 (2015). MSC: 62G08 62G20 PDFBibTeX XMLCite \textit{M. Kohler} and \textit{A. Krzyżak}, Stat. Probab. Lett. 106, 247--255 (2015; Zbl 1328.62244) Full Text: DOI
Furer, Dmytro; Kohler, Michael Smoothing spline regression estimation based on real and artificial data. (English) Zbl 1333.62116 Metrika 78, No. 6, 711-746 (2015). MSC: 62G08 62J02 62G05 62G20 PDFBibTeX XMLCite \textit{D. Furer} and \textit{M. Kohler}, Metrika 78, No. 6, 711--746 (2015; Zbl 1333.62116) Full Text: DOI
Kohler, Michael; Müller, Florian; Walk, Harro Estimation of a regression function corresponding to latent variables. (English) Zbl 1328.62245 J. Stat. Plann. Inference 162, 88-109 (2015). MSC: 62G08 62G20 PDFBibTeX XMLCite \textit{M. Kohler} et al., J. Stat. Plann. Inference 162, 88--109 (2015; Zbl 1328.62245) Full Text: DOI
Hertel, Ida; Kohler, Michael Estimation of the optimal design of a nonlinear parametric regression problem via Monte Carlo experiments. (English) Zbl 1400.62163 Comput. Stat. Data Anal. 59, 1-12 (2013). MSC: 62K05 62J02 62E10 62P30 PDFBibTeX XMLCite \textit{I. Hertel} and \textit{M. Kohler}, Comput. Stat. Data Anal. 59, 1--12 (2013; Zbl 1400.62163) Full Text: DOI
Furer, Dmytro; Kohler, Michael; Krzyżak, Adam Fixed-design regression estimation based on real and artificial data. (English) Zbl 1297.62088 J. Nonparametric Stat. 25, No. 1, 223-241 (2013). MSC: 62G08 62G20 PDFBibTeX XMLCite \textit{D. Furer} et al., J. Nonparametric Stat. 25, No. 1, 223--241 (2013; Zbl 1297.62088) Full Text: DOI
Kohler, Michael; Krzyżak, Adam Nonparametric estimation of non-stationary velocity fields from 3D particle tracking velocimetry data. (English) Zbl 1243.62055 Comput. Stat. Data Anal. 56, No. 6, 1566-1580 (2012). MSC: 62G08 62M10 65C60 PDFBibTeX XMLCite \textit{M. Kohler} and \textit{A. Krzyżak}, Comput. Stat. Data Anal. 56, No. 6, 1566--1580 (2012; Zbl 1243.62055) Full Text: DOI
Wang, Xiaoming; Carriere, K. C. Exponential-bound property of estimators and variable selection in generalized additive models. (English) Zbl 1315.62035 Commun. Stat., Theory Methods 36, No. 6, 1105-1122 (2007). MSC: 62G08 62G09 62G20 PDFBibTeX XMLCite \textit{X. Wang} and \textit{K. C. Carriere}, Commun. Stat., Theory Methods 36, No. 6, 1105--1122 (2007; Zbl 1315.62035) Full Text: DOI
Lin, Zhang Shuang Strong consistency of regression function estimates. (English) Zbl 0857.62041 Kybernetika 31, No. 4, 375-384 (1995). MSC: 62G07 62G20 62J02 PDFBibTeX XMLCite \textit{Z. S. Lin}, Kybernetika 31, No. 4, 375--384 (1995; Zbl 0857.62041) Full Text: EuDML Link
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