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    PRL
    2000
    58views more  PRL 2000»
    Learning mixture models using a genetic version of the EM algorithm
    13 years 6 months ago
    Learning mixture models using a genetic version of the EM algorithm
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    The need to
    Aleix M. Martínez, Jordi Vitrià
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    ICASSP
    2008
    IEEE
    100views Signal Processing» more  ICASSP 2008»
    Newton method for the ICA mixture model
    14 years 1 months ago
    Newton method for the ICA mixture model
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    We derive an asymptotic Newton algorithm for Quasi Maximum Likelihood estimation of the ICA mixture model, using the ordinary gradient and Hessian. The probabilistic mixture frame...
    Jason A. Palmer, Scott Makeig, Kenneth Kreutz-Delg...
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    ICANN
    2007
    Springer
    126views Neural Networks» more  ICANN 2007»
    Split-Merge Incremental LEarning (SMILE) of Mixture Models
    14 years 1 months ago
    Split-Merge Incremental LEarning (SMILE) of Mixture Models
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    In this article we present an incremental method for building a mixture model. Given the desired number of clusters K ≥ 2, we start with a two-component mixture and we optimize t...
    Konstantinos Blekas, Isaac E. Lagaris
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    ICIP
    2006
    IEEE
    127views Image Processing» more  ICIP 2006»
    Image Denoising with an Orientation-Adaptive Gaussian Scale Mixture Model
    14 years 8 months ago
    Image Denoising with an Orientation-Adaptive Gaussian Scale Mixture Model
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    David K. Hammond, Eero P. Simoncelli
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    ICML
    1996
    IEEE
    199views Machine Learning» more  ICML 1996»
    Applying the Multiple Cause Mixture Model to Text Categorization
    14 years 7 months ago
    Applying the Multiple Cause Mixture Model to Text Categorization
    Download  robotics.stanford.edu
    Mehran Sahami, Marti A. Hearst, Eric Saund
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