Model complexity control and statistical learning theory

DOI10.1023/A:1015007927558zbMath1065.62552OpenAlexW1827781415MaRDI QIDQ1610716

Vladimir Cherkassky

Publication date: 20 August 2002

Published in: Natural Computing (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1023/a:1015007927558

zbMATH Keywords

model selectionsignal denoisingstatistical learning theorypredictive learningwavelet thresholdingprediction riskcomplexity controlVC-generalization bounds

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Applications of statistics (62P99) Controllability, observability, and system structure (93B99)

Related Items (1)

Model complexity control and statistical learning theory

Cites Work

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• Model complexity control and statistical learning theory
• Laplacian Eigenmaps for Dimensionality Reduction and Data Representation
• An Algorithm for Finding Intrinsic Dimensionality of Data

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