Publications

    V. De Silva

  • M. Balasubramanian, E. L. Shwartz, J. B. Tenenbaum, V. de Silva, J. C. Langford:
    The Isomap Algorithm and Topological Stability (pdf) (bibtex)
    Science

    @article{M.Balasubramanian:2002:0510c,
    author = {M. Balasubramanian and E. L. Shwartz and J. B. Tenenbaum and V. de Silva and J. C. Langford},
    journal = {Science},
    title = {The Isomap Algorithm and Topological Stability},
    year = {2002},
    keywords = {},
    doi = {},
    url = {http://web.mit.edu/cocosci/Papers/Balasubramanian-etal-2003.pdf}
    }
  • V. de Silva, J. B. Tenenbaum:
    Global versus local methods in nonlinear dimensionality reduction (pdf) (bibtex)
    Advances in Neural Information Processing Systems 15.

    @article{V.deSilva:2002:e343b,
    author = {V. de Silva and J. B. Tenenbaum},
    journal = {Advances in Neural Information Processing Systems 15.},
    title = {Global versus local methods in nonlinear dimensionality reduction},
    year = {2002},
    keywords = {},
    doi = {},
    url = {http://web.mit.edu/cocosci/Papers/nips02-localglobal-in-press.pdf}
    }
  • V. de Silva, J.B. Tenenbaum:
    Unsupervised learning of curved manifolds (pdf) (bibtex)
    Nonlinear Estimation and Classification ,

    @article{V.deSilva:2002:43893,
    author = {V. de Silva and J.B. Tenenbaum},
    journal = {Nonlinear Estimation and Classification ,},
    title = {Unsupervised learning of curved manifolds},
    year = {2002},
    keywords = {},
    doi = {},
    url = {http://web.mit.edu/cocosci/Papers/conformal4.pdf}
    }
  • J. B. Tenenbaum, V. De Silva, J. C. Langford:
    A global geometric framework for nonlinear dimensionality reduction (pdf) (bibtex)
    Science
    #dimensionality reduction
    @article{J.B.Tenenbaum:2000:0833c,
    author = {J. B. Tenenbaum and V. De Silva and J. C. Langford},
    journal = {Science},
    title = {A global geometric framework for nonlinear dimensionality reduction},
    year = {2000},
    keywords = {dimensionality reduction},
    doi = {},
    url = {http://web.mit.edu/cocosci/Papers/sci_reprint.pdf}
    }

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