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    Convergence and Rate of Convergence of a Manifold-Based Dimension Reduction Algorithm
    14 years 2 months ago
    Convergence and Rate of Convergence of a Manifold-Based Dimension Reduction Algorithm
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    We study the convergence and the rate of convergence of a local manifold learning algorithm: LTSA [13]. The main technical tool is the perturbation analysis on the linear invarian...
    Andrew Smith, Xiaoming Huo, Hongyuan Zha
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