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    AAAI
    2010
    219views Intelligent Agents» more  AAAI 2010»
    Bayesian Matrix Factorization with Side Information and Dirichlet Process Mixtures
    13 years 6 months ago
    Bayesian Matrix Factorization with Side Information and Dirichlet Process Mixtures
    Download  www.ics.uci.edu
    Matrix factorization is a fundamental technique in machine learning that is applicable to collaborative filtering, information retrieval and many other areas. In collaborative fil...
    Ian Porteous, Arthur Asuncion, Max Welling
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    WWW
    2010
    ACM
    259views Internet Technology» more  WWW 2010»
    Factorizing personalized Markov chains for next-basket recommendation
    13 years 11 months ago
    Factorizing personalized Markov chains for next-basket recommendation
    Download  www.ismll.uni-hildesheim.de
    Recommender systems are an important component of many websites. Two of the most popular approaches are based on matrix factorization (MF) and Markov chains (MC). MF methods learn...
    Steffen Rendle, Christoph Freudenthaler, Lars Schm...
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