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Introductory notes for diffusion maps

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Introductory notes

References:

  • Diffusion maps in wiki
  • Ann Lee's Matlab code
  • L. Zelnik-Manor, P. Perona, Self-Tuning spectral clustering, NIPS, 2004
  • S. Lafon, Diffusion Maps and Geometric Harmonics (PhD). Yale University 2004.
  • R. R. Coifman, S. Lafon, Diffusion maps, Applied and Computational Harmonic Analysis, 2006
  • J. de la Porte, B. M. Herbs, W. Hereman, S. J. van der Walt, An introduction to diffusion maps, Proc. 19th Symp. of the Pattern Recognition Association of South Africa 2008

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