Publications


    V. De Silva

      The Isomap Algorithm and Topological Stability (pdf) (bibtex)


      M. Balasubramanian, E. L. Shwartz, J. B. Tenenbaum, V. de Silva, J. C. Langford:
      Science

      Global versus local methods in nonlinear dimensionality reduction (pdf) (bibtex)


      V. de Silva, J. B. Tenenbaum:
      Advances in Neural Information Processing Systems 15.

      Unsupervised learning of curved manifolds (pdf) (bibtex)


      V. de Silva, J.B. Tenenbaum:
      Nonlinear Estimation and Classification ,

      A global geometric framework for nonlinear dimensionality reduction (pdf) (bibtex)


      J. B. Tenenbaum, V. De Silva, J. C. Langford:
      Science
      #dimensionality reduction

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