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On the use of the spectral projected gradient method for support vector machines

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Publication:966222
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zbMath1229.46046MaRDI QIDQ966222

René Escalante, Debora Cores, Oswaldo Jimenez, María D. González-Lima

Publication date: 23 April 2010

Published in: Computational and Applied Mathematics (Search for Journal in Brave)


zbMATH Keywords

quadratic programmingsupport vector machinesspectral projected gradient method


Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Applications of functional analysis in optimization, convex analysis, mathematical programming, economics (46N10) Applications of operator theory in numerical analysis (47N40)


Related Items (3)

Inexact variable metric method for convex-constrained optimization problems ⋮ Quadratic regularization projected Barzilai-Borwein method for nonnegative matrix factorization ⋮ A Barzilai-Borwein type method for minimizing composite functions


Uses Software

  • CONV_QP


Cites Work

  • CONV_QP


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