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Consistency of regularized spectral clustering

  • Published:2011-05 Issue:3 Volume:30 Page:319-336
  • ISSN:1063-5203
  • Container-title:Applied and Computational Harmonic Analysis
  • language:en
  • Short-container-title:Applied and Computational Harmonic Analysis

Author:

Cao Ying,Chen Di-Rong

Publisher

Elsevier BV

Subject

Applied Mathematics

Reference20 articles.

1. Theory of reproducing kernels;Aronszajn;Transactions of the American Mathematical Society,1950

2. Laplacian eigenmaps for dimensionality reduction and data representation;Belkin;Neural Computation,2003

3. Manifold regularization: A geometric framework for learning from labeled and unlabeled examples;Belkin;Journal of Machine Learning Research,2006

4. On the mathematical foundations of learning;Cucker;Bulletin American Mathematical Society,2002

5. Learning Theory: An Approximation Theory Viewpoint;Cucker,2007

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