Eigenvalues of an alignment matrix in nonlinear manifold learning

DOI10.4310/CMS.2007.v5.n2.a5zbMath1135.65019MaRDI QIDQ2470829

Chi-Kwong Li, Qiang Ye, Ren-Cang Li

Publication date: 15 February 2008

Published in: Communications in Mathematical Sciences (Search for Journal in Brave)

Full work available at URL: https://projecteuclid.org/euclid.cms/1183990368

zbMATH Keywords

dimensionality reductionalignment matrixnonlinear manifold learningoverlapped partitionsmallest nonzero eigenvalues

Mathematics Subject Classification ID

Numerical computation of eigenvalues and eigenvectors of matrices (65F15) Inequalities involving eigenvalues and eigenvectors (15A42)

Related Items (4)

Eigenvalue bounds for an alignment matrix in manifold learning ⋮ Discrete Hessian eigenmaps method for dimensionality reduction ⋮ Analysis of alignment algorithms with mixed dimensions for dimensionality reduction ⋮ Backward Error Analysis for an Eigenproblem Involving Two Classes of Matrices

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