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    IEICET
    2010
    132views more  IEICET 2010»
    Direct Importance Estimation with a Mixture of Probabilistic Principal Component Analyzers
    13 years 8 months ago
    Direct Importance Estimation with a Mixture of Probabilistic Principal Component Analyzers
    Download  sugiyama-www.cs.titech.ac.jp
    Estimating the ratio of two probability density functions (a.k.a. the importance) has recently gathered a great deal of attention since importance estimators can be used for solvi...
    Makoto Yamada, Masashi Sugiyama, Gordon Wichern, J...
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    ESANN
    2007
    144views Neural Networks» more  ESANN 2007»
    Mixtures of robust probabilistic principal component analyzers
    13 years 10 months ago
    Mixtures of robust probabilistic principal component analyzers
    Download  www.dice.ucl.ac.be
    Mixtures of probabilistic principal component analyzers model high-dimensional nonlinear data by combining local linear models. Each mixture component is specifically designed to...
    Cédric Archambeau, Nicolas Delannay, Michel...
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