Kernel selection with spectral perturbation stability of kernel matrix
type: Item
instance of: scholarly article
title: Kernel selection with spectral perturbation stability of kernel matrix
zbMATH Open document ID: 1398.68638
author: Yong Liu
author: Shi Zhong Liao
publication date: 2018-11-01T00:00:00Z
full work available at URL: s11432-014-5090-z
Mathematics Subject Classification ID: 68U10
zbMATH DE Number: 6969825
zbMATH Keywords: kernel methods
zbMATH Keywords: kernel selection
zbMATH Keywords: stability
zbMATH Keywords: spectral perturbation stability
zbMATH Keywords: generalization error bound
MaRDI profile type: Publication
OpenAlex ID: W2252964816
cites work: Q4935997
cites work: Sparse kernel logistic regression based on L 1/2 regularization
cites work: Choosing multiple parameters for support vector machines
cites work: 10.1162/153244303321897690
cites work: 10.1162/153244302760200713
cites work: The learning performance of support vector machine classification based on Markov sampling
cites work: Q3093187
cites work: Q3096199
cites work: An efficient kernel matrix evaluation measure
cites work: A finite sample distribution-free performance bound for local discrimination rules
cites work: 10.1162/153244302760200704
cites work: Learnability, stability and uniform convergence
DOI: 10.1007/S11432-014-5090-Z
published in: Science China Information Sciences
description: scientific article; zbMATH DE number 6969825