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Fan, Yingying; Demirkaya, Emre; Lv, Jinchi Nonuniformity of \(p\)-values can occur early in diverging dimensions. (English) Zbl 1489.62225 J. Mach. Learn. Res. 20, Paper No. 77, 33 p. (2019). MSC: 62J12 62F35 62H15 PDFBibTeX XMLCite \textit{Y. Fan} et al., J. Mach. Learn. Res. 20, Paper No. 77, 33 p. (2019; Zbl 1489.62225) Full Text: arXiv Link
Kong, Yinfei; Zheng, Zemin; Lv, Jinchi The constrained Dantzig selector with enhanced consistency. (English) Zbl 1391.94276 J. Mach. Learn. Res. 17, Paper No. 123, 22 p. (2016). MSC: 94A12 62J05 62J07 90C90 PDFBibTeX XMLCite \textit{Y. Kong} et al., J. Mach. Learn. Res. 17, Paper No. 123, 22 p. (2016; Zbl 1391.94276) Full Text: arXiv Link
Yang, Dan; Ma, Zongming; Buja, Andreas Rate optimal denoising of simultaneously sparse and low rank matrices. (English) Zbl 1368.62144 J. Mach. Learn. Res. 17, Paper No. 92, 27 p. (2016). MSC: 62H12 62M10 PDFBibTeX XMLCite \textit{D. Yang} et al., J. Mach. Learn. Res. 17, Paper No. 92, 27 p. (2016; Zbl 1368.62144) Full Text: arXiv Link
Escalante-B., Alberto N.; Wiskott, Laurenz How to solve classification and regression problems on high-dimensional data with a supervised extension of slow feature analysis. (English) Zbl 1318.62209 J. Mach. Learn. Res. 14, 3683-3719 (2013). MSC: 62H30 68T05 68T10 PDFBibTeX XMLCite \textit{A. N. Escalante-B.} and \textit{L. Wiskott}, J. Mach. Learn. Res. 14, 3683--3719 (2013; Zbl 1318.62209) Full Text: Link
Mordohai, Philippos; Medioni, Gérard Dimensionality estimation, manifold learning and function approximation using tensor voting. (English) Zbl 1242.68239 J. Mach. Learn. Res. 11, 411-450 (2010). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{P. Mordohai} and \textit{G. Medioni}, J. Mach. Learn. Res. 11, 411--450 (2010; Zbl 1242.68239) Full Text: Link
Yu, Lei; Liu, Huan Efficient feature selection via analysis of relevance and redundancy. (English) Zbl 1222.68340 J. Mach. Learn. Res. 5, 1205-1224 (2004). MSC: 68T05 PDFBibTeX XMLCite \textit{L. Yu} and \textit{H. Liu}, J. Mach. Learn. Res. 5, 1205--1224 (2004; Zbl 1222.68340) Full Text: Link