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LLE Example Gallery

Synthetic Manifolds

• Swiss Roll
• Twin Peaks
• Translated Face

Images

• Faces
• Lips
• Handwritten Digits

Text

• Word-Document Counts (Grolliers)

Coming Soon

• Beyond LLE: Mixtures of linear models which implement a fully functional mapping between the embedding and data spaces.
  Here is an animated gif showing such a model trained on the s-curve dataset.

Sam T. Roweis............ roweis at cs dot toronto dot edu ...... www.cs.toronto.edu/~roweis/
Lawrence K. Saul......... lsaul@research.att.com.......... www.research.att.com/~lsaul/