Positive definite dot product kernels in learning theory
type: Item
instance of: scholarly article
title: Positive definite dot product kernels in learning theory
zbMATH Open document ID: 1082.68097
author: Fangyan Lu
author: Hongwei Sun
published in: Advances in Computational Mathematics
publication date: 2005-03-04T00:00:00Z
Mathematics Subject Classification ID: 68T05
Mathematics Subject Classification ID: 42A82
Mathematics Subject Classification ID: 41A05
zbMATH DE Number: 2140539
zbMATH Keywords: Mercer kernels
zbMATH Keywords: positive definite
zbMATH Keywords: conditionally positive definite
zbMATH Keywords: Gramian positive functions
MaRDI profile type: Publication
full work available at URL: s10444-004-3140-6
OpenAlex ID: W2082500594
cites work: On the mathematical foundations of learning
cites work: Best choices for regularization parameters in learning theory: on the bias-variance problem.
cites work: Q3788431
cites work: Regularization networks and support vector machines
cites work: Functions that preserve families of positive semidefinite matrices
cites work: \(\ell\)-norm and its application to learning theory
cites work: Strictly positive definite kernels on the hilbert sphere
cites work: Interpolation of scattered data: distance matrices and conditionally positive definite functions
cites work: Constrained \(L_ p\) approximation
cites work: Smoothing and Interpolation in a Convex Subset of a Hilbert Space
cites work: Smoothing and interpolation in a convex subset of a Hilbert space : II. The semi-norm case
cites work: Strictly positive definite functions on a real inner product space
cites work: ESTIMATING THE APPROXIMATION ERROR IN LEARNING THEORY
cites work: On the influence of the kernel on the consistency of support vector machines
cites work: Q4261789
cites work: Q3996207
cites work: What is the Laplace Transform?
cites work: The covering number in learning theory
DOI: 10.1007/S10444-004-3140-6
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description: scientific article; zbMATH DE number 2140539