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    JMLR
    2007
    87views more  JMLR 2007»
    A Probabilistic Analysis of EM for Mixtures of Separated, Spherical Gaussians
    15 years 8 days ago
    A Probabilistic Analysis of EM for Mixtures of Separated, Spherical Gaussians
    Download  jmlr.csail.mit.edu
    We show that, given data from a mixture of k well-separated spherical Gaussians in Rd, a simple two-round variant of EM will, with high probability, learn the parameters of the Ga...
    Sanjoy Dasgupta, Leonard J. Schulman
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    80
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    UAI
    2000
    101views Artificial Intelligence» more  UAI 2000»
    A Two-Round Variant of EM for Gaussian Mixtures
    15 years 1 months ago
    A Two-Round Variant of EM for Gaussian Mixtures
    Download  www.cs.caltech.edu
    We show that, given data from a mixture of
    Sanjoy Dasgupta, Leonard J. Schulman
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