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    NIPS
    2003
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    Optimal Manifold Representation of Data: An Information Theoretic Approach
    14 years 11 months ago
    Optimal Manifold Representation of Data: An Information Theoretic Approach
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    We introduce an information theoretic method for nonparametric, nonlinear dimensionality reduction, based on the infinite cluster limit of rate distortion theory. By constraining...
    Denis V. Chigirev, William Bialek
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