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Committee Date Time Place Paper Title / Authors Abstract Paper #
NC 2009-01-19
13:55		 Hokkaido Hokkaido Univ. On the Effect of Hyperparameter to Generalization Error in Variational Bayes Learning
Shinji Oyama, Sumio Watanabe (Tokyo Inst. of Tech.) NC2008-87		 In variational Bayes learning, the probability distribution of the hidden variable and parameter is made by the mean fie... [more] NC2008-87
pp.31-36
MBE, NC
(Joint)		 2007-12-22
10:50		 Aichi   Generalization and Trainining Errors of Bayes and Gibbs Estimations in Singular
Sumio Watanabe (Tokyo Inst. of Tech.) NC2007-75		 In singular learning machines such as neural networks, normal mixtures,
Bayesian networks, and reduced rank regressions... [more]		 NC2007-75
pp.25-30
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