Variable selection for classification with derivative-induced regularization

DOI10.5705/ss.202018.0086zbMath1464.62323OpenAlexW2954343414MaRDI QIDQ4986343

Xin He, Junhui Wang, Shao-Gao Lv

Publication date: 27 April 2021

Published in: Statistica Sinica (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.5705/ss.202018.0086

zbMATH Keywords

classificationsparsitysupport vector machine (SVM)reproducing kernel Hilbert space (RKHS)gradient learning

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Hilbert spaces with reproducing kernels (= (proper) functional Hilbert spaces, including de Branges-Rovnyak and other structured spaces) (46E22)

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