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Committee Date Time Place Paper Title / Authors Abstract Paper #
IBISML, PRMU, IPSJ-CVIM [detail] 2010-09-06
09:00		 Fukuoka Fukuoka Univ. A Study of Variances of Cross-Validation and Generalization Error in Variational Bayes Method
Shinji Oyama, Sumio Watanabe (Tokyo Tech.) PRMU2010-74 IBISML2010-46		 Variational Bayes method provides high generalization performance as the Bayes method using a small computational cost a... [more] PRMU2010-74 IBISML2010-46
pp.135-142
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
NC 2009-01-20
14:40		 Hokkaido Hokkaido Univ. Which model can properly describe dynamics and smoothness of firing rate?
Ken Takiyama (The Univ. of Tokyo), Kentaro Katahira, Masato Okada (The Univ. of Tokyo/RIKEN) NC2008-98		 We construct the algorithm using belief propagation(BP), which algorithm simultaneously estimates
firing rate and calcu... [more]		 NC2008-98
pp.89-94
NC 2007-10-18
09:30		 Miyagi Tohoku University Baysian-optimal image reconstruction for translational-symmetric filter
Satohiro Tajima (Univ. Tokyo), Masato Inoue (Waseda Univ.), Masato Okada (Univ. Tokyo) NC2007-33		 Translational symmetric filter provides a foundation for various image processing. Given that filtered images are observ... [more] NC2007-33
pp.1-6
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