Manifold Learning or Nonlinear Dimensionality Reduction has been a hot topic for several years, particularly since the publication of ISOMAP and LLE on Science (December 2000).
A collection of Manifold Learning papers.
A collection of Manifold Learning codes (in MatLab).
John Langford has an insightful blog post: Why Manifold-Based Dimension Reduction Techniques?
Saturday, February 17, 2007
Manifold Learning
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