Ishii, Aki; Yata, Kazuyoshi; Aoshima, Makoto Geometric classifiers for high-dimensional noisy data. (English) Zbl 1493.62385 J. Multivariate Anal. 188, Article ID 104850, 15 p. (2022). MSC: 62H30 62H25 PDFBibTeX XMLCite \textit{A. Ishii} et al., J. Multivariate Anal. 188, Article ID 104850, 15 p. (2022; Zbl 1493.62385) Full Text: DOI
Aoshima, Makoto; Yata, Kazuyoshi High-dimensional quadratic classifiers in non-sparse settings. (English) Zbl 1434.62109 Methodol. Comput. Appl. Probab. 21, No. 3, 663-682 (2019). MSC: 62H30 62H10 PDFBibTeX XMLCite \textit{M. Aoshima} and \textit{K. Yata}, Methodol. Comput. Appl. Probab. 21, No. 3, 663--682 (2019; Zbl 1434.62109) Full Text: DOI arXiv
Aoshima, Makoto; Yata, Kazuyoshi Distance-based classifier by data transformation for high-dimension, strongly spiked eigenvalue models. (English) Zbl 1420.62267 Ann. Inst. Stat. Math. 71, No. 3, 473-503 (2019). Reviewer: Denis Sidorov (Irkutsk) MSC: 62H30 62P10 PDFBibTeX XMLCite \textit{M. Aoshima} and \textit{K. Yata}, Ann. Inst. Stat. Math. 71, No. 3, 473--503 (2019; Zbl 1420.62267) Full Text: DOI arXiv
Aoshima, Makoto High-dimensional statistical analysis: new developments of theories and methodologies. (Japanese. English summary) Zbl 07387552 J. Jpn. Stat. Soc., Jpn. Issue 48, No. 1, 89-111 (2018). MSC: 62-XX PDFBibTeX XMLCite \textit{M. Aoshima}, J. Jpn. Stat. Soc., Jpn. Issue 48, No. 1, 89--111 (2018; Zbl 07387552) Full Text: DOI