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Found 293 Documents (Results 1–100)

More about asymptotic properties of some binary classification methods for high dimensional data. (English) Zbl 1496.62103

Hernández-Hernández, Daniel (ed.) et al., Advances in probability and mathematical statistics. CLAPEM 2019. Contributions of the 15th Latin American congress of probability and mathematical statistics, Mérida, Mexico, December 2–6, 2019. Cham: Birkhäuser. Prog. Probab. 79, 43-57 (2021).
MSC:  62H30
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Advanced studies in classification and data science. Selected papers presented at the biennial conference of the International Federation of Classification Societies (IFCS), Tokyo, Japan, August 8–10, 2017. (English) Zbl 1444.62004

Studies in Classification, Data Analysis, and Knowledge Organization. Singapore: Springer (ISBN 978-981-15-3310-5/pbk; 978-981-15-3311-2/ebook). xi, 524 p. (2020).
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Regularized estimation and feature selection in mixtures of Gaussian-gated experts models. (English) Zbl 1445.62325

Nguyen, Hien (ed.), Statistics and data science. Proceedings of the research school on statistics and data science, RSSDS 2019, Melbourne, Australia, July 24–26, 2019. Singapore: Springer. Commun. Comput. Inf. Sci. 1150, 42-56 (2019).
MSC:  62R07 62J07 62H30
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Netboost: statistical modeling strategies for high-dimensional data. (English) Zbl 1435.62018

Freiburg im Breisgau: Univ. Freiburg, Fakultät für Mathematik und Physik (Diss.). xvii, 150 p. (2019).
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