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Kernel selection with spectral perturbation stability of kernel matrix

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Publication:1616171
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DOI10.1007/s11432-014-5090-zzbMath1398.68638OpenAlexW2252964816MaRDI QIDQ1616171

Shizhong Liao, Yong Liu

Publication date: 1 November 2018

Published in: Science China. Information Sciences (Search for Journal in Brave)

Full work available at URL: http://engine.scichina.com/doi/10.1007/s11432-014-5090-z


zbMATH Keywords

stabilitykernel methodskernel selectiongeneralization error boundspectral perturbation stability


Mathematics Subject Classification ID

Computing methodologies for image processing (68U10)


Related Items (1)

Granularity selection for cross-validation of SVM



Cites Work

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  • An efficient kernel matrix evaluation measure
  • A finite sample distribution-free performance bound for local discrimination rules
  • 10.1162/153244302760200704
  • 10.1162/153244302760200713
  • 10.1162/153244303321897690
  • The learning performance of support vector machine classification based on Markov sampling
  • Sparse kernel logistic regression based on L 1/2 regularization
  • Choosing multiple parameters for support vector machines


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