Li, Junjun; Cui, Wenquan A new classifier for imbalanced data based on a generalized density ratio model. (English) Zbl 07710048 Commun. Math. Stat. 11, No. 2, 369-401 (2023). MSC: 62H30 62G05 62G20 PDFBibTeX XMLCite \textit{J. Li} and \textit{W. Cui}, Commun. Math. Stat. 11, No. 2, 369--401 (2023; Zbl 07710048) Full Text: DOI
Liu, Jeremiah Zhe; Deng, Wenying; Lee, Jane; Lin, Pi-i Debby; Valeri, Linda; Christiani, David C.; Bellinger, David C.; Wright, Robert O.; Mazumdar, Maitreyi M.; Coull, Brent A. A cross-validated ensemble approach to robust hypothesis testing of continuous nonlinear interactions: application to nutrition-environment studies. (English) Zbl 1507.62342 J. Am. Stat. Assoc. 117, No. 538, 561-573 (2022). MSC: 62P10 62H15 68T05 PDFBibTeX XMLCite \textit{J. Z. Liu} et al., J. Am. Stat. Assoc. 117, No. 538, 561--573 (2022; Zbl 1507.62342) Full Text: DOI arXiv
Zhang, Fode; Li, Rui; Lian, Heng Approximate nonparametric quantile regression in reproducing kernel Hilbert spaces via random projection. (English) Zbl 1479.62027 Inf. Sci. 547, 244-254 (2021). MSC: 62G08 62J07 PDFBibTeX XMLCite \textit{F. Zhang} et al., Inf. Sci. 547, 244--254 (2021; Zbl 1479.62027) Full Text: DOI
Lin, Junhong; Rosasco, Lorenzo Generalization properties of doubly stochastic learning algorithms. (English) Zbl 06879961 J. Complexity 47, 42-61 (2018). MSC: 62G08 68T05 PDFBibTeX XMLCite \textit{J. Lin} and \textit{L. Rosasco}, J. Complexity 47, 42--61 (2018; Zbl 06879961) Full Text: DOI arXiv
Zhao, Tianqi; Cheng, Guang; Liu, Han A partially linear framework for massive heterogeneous data. (English) Zbl 1358.62050 Ann. Stat. 44, No. 4, 1400-1437 (2016). Reviewer: Joseph Melamed (Los Angeles) MSC: 62G20 62F25 62F10 62F12 62J07 PDFBibTeX XMLCite \textit{T. Zhao} et al., Ann. Stat. 44, No. 4, 1400--1437 (2016; Zbl 1358.62050) Full Text: DOI arXiv Euclid
Lee, Yoonkyung; Kim, Yuwon; Lee, Sangjun; Koo, Ja-Yong Structured multicategory support vector machines with analysis of variance decomposition. (English) Zbl 1108.62059 Biometrika 93, No. 3, 555-571 (2006). MSC: 62H99 46N30 68T05 62H30 PDFBibTeX XMLCite \textit{Y. Lee} et al., Biometrika 93, No. 3, 555--571 (2006; Zbl 1108.62059) Full Text: DOI Link