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    CIKM
    2010
    Springer
    143views Information Technology» more  CIKM 2010»
    Yes we can: simplex volume maximization for descriptive web-scale matrix factorization
    13 years 6 months ago
    Yes we can: simplex volume maximization for descriptive web-scale matrix factorization
    Download  www-kd.iai.uni-bonn.de
    Matrix factorization methods are among the most common techniques for detecting latent components in data. Popular examples include the Singular Value Decomposition or Nonnegative...
    Christian Thurau, Kristian Kersting, Christian Bau...
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    NIPS
    2007
    167views Information Technology» more  NIPS 2007»
    Sparse Overcomplete Latent Variable Decomposition of Counts Data
    13 years 9 months ago
    Sparse Overcomplete Latent Variable Decomposition of Counts Data
    Download  books.nips.cc
    An important problem in many fields is the analysis of counts data to extract meaningful latent components. Methods like Probabilistic Latent Semantic Analysis (PLSA) and Latent ...
    Madhusudana V. S. Shashanka, Bhiksha Raj, Paris Sm...
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