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Committee Date Time Place Paper Title / Authors Abstract Paper #
NC 2010-01-19
14:20		 Hokkaido Hyakunen-Kinen in Hokkaido University An Extension of Matrix Factorization to Mixture Model and an Application to Prediction of Movie Ratings
Masayoshi Nakamura, Takashi Takenouchi, Kazushi Ikeda (NAIST) NC2009-86		 Recommendation systems suggest items to an user, based on existing history of evaluation for itemsby the users. In many ... [more] NC2009-86
pp.89-93
NC, MBE
(Joint)		 2009-03-13
16:05		 Tokyo Tamagawa Univ. Dynamic relational data analysis based on exponential family matrix factorization.
Kohei Hayashi (Nara Inst. of Sci and Tech.), Jun-ichiro Hirayama (Kyoto Univ.), Shin Ishii (Kyoto Univ./Nara Inst. of Sci and Tech.) NC2008-175		 We propose a new probabilistic model to analyze time-varying relational data such as e-mail transaction profiles. Our mo... [more] NC2008-175
pp.423-428
NC 2009-01-19
11:45		 Hokkaido Hokkaido Univ. A probabilistic model of maximum margin matrix factorization with ARD prior
Masahiro Furuya (Nara Inst. of Scie and Tech), Shigeyuki Oba (Kyoto Univ.), Shin Ishii (Nara Inst.of Scie and Tech/Kyoto Univ.) NC2008-85		 Various methods for missing value estimation of matrix data have been proposed based on low-rank approximation of matrix... [more] NC2008-85
pp.19-24
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