New interior-point approach for one- and two-class linear support vector machines using multiple variable splitting

DOI10.1007/s10957-022-02103-1MaRDI QIDQ6596335

Jordi Castro

Publication date: 2 September 2024

Published in: Journal of Optimization Theory and Applications (Search for Journal in Brave)

zbMATH Keywords

large-scale optimizationinterior-point methodssupport vector classifierone-class support vector machinemultiple variable splitting

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Applications of mathematical programming (90C90) Quadratic programming (90C20) Interior-point methods (90C51)

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