About: Representer theorem

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Theorem that a minimizer of a regularized empirical risk functional defined over a reproducing kernel Hilbert space can be represented as a finite linear combination of kernel products evaluated on the input points in the training set data

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  • theorem that a minimizer of a regularized empirical risk functional defined over a reproducing kernel Hilbert space can be represented as a finite linear combination of kernel products evaluated on the input points in the training set data (en)
  • la teoremo, ke minimumiganto de reguligita empiria riskofunkcionalo sur reproduktantkerna hilberta spaco estas prezentebla kiel finia lineara kombinaĵo de kernoj ĉe la trejna muestro (eo)
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  • Representer theorem (en)
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