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    IEICET
    2010
    132views more  IEICET 2010»
    Direct Importance Estimation with a Mixture of Probabilistic Principal Component Analyzers
    13 years 10 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
    14 years 1 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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