scientific article

zbMath1169.42320MaRDI QIDQ3518954

Giorgio Gnecco, Marcello Sanguineti

Publication date: 12 August 2008

Full work available at URL: http://www.m-hikari.com/ams/ams-password-2008/ams-password1-4-2008/sanguinetiAMS1-4-2008.pdf

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zbMATH Keywords

curse of dimensionalityapproximation errorTalagrand's inequalitymodel complexityunion boundsRademacher's complexityVC di- mension.

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Geometry and structure of normed linear spaces (46B20) Signal theory (characterization, reconstruction, filtering, etc.) (94A12) Approximation by rational functions (41A20) Nontrigonometric harmonic analysis (42C99)

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