Model complexity control and statistical learning theory
type: Item
instance of: scholarly article
title: Model complexity control and statistical learning theory
zbMATH Open document ID: 1065.62552
DOI: 10.1023/A:1015007927558
author: Vladimir Cherkassky
published in: Natural Computing
publication date: 2002-08-20T00:00:00Z
Mathematics Subject Classification ID: 62P99
Mathematics Subject Classification ID: 68T05
Mathematics Subject Classification ID: 93B99
zbMATH DE Number: 1784436
zbMATH Keywords: complexity control
zbMATH Keywords: model selection
zbMATH Keywords: prediction risk
zbMATH Keywords: predictive learning
zbMATH Keywords: signal denoising
zbMATH Keywords: statistical learning theory
zbMATH Keywords: VC-generalization bounds
zbMATH Keywords: wavelet thresholding
MaRDI profile type: Publication
cites work: Q4893747
cites work: Laplacian Eigenmaps for Dimensionality Reduction and Data Representation
cites work: Q3174044
cites work: Q4856771
cites work: An Algorithm for Finding Intrinsic Dimensionality of Data
full work available at URL: a:1015007927558
OpenAlex ID: W1827781415
description: scientific article; zbMATH DE number 1784436