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 Conference Papers (Available on Advance Programs)  (Sort by: Date Descending)
 Results 1 - 8 of 8  /   
Committee Date Time Place Paper Title / Authors Abstract Paper #
IBISML 2018-11-05
15:10		 Hokkaido Hokkaido Citizens Activites Center (Kaderu 2.7) [Poster Presentation] Inference for Logitistic Regression Mixture Model with Local Variational Approximation and Study for Variational Free Energy
Fumito Nakamura, Ryosuke Konishi (Generic Solution), Yasushi Kiyoki (Keio) IBISML2018-48		 A logistic regression mixture model (LRMM) is a mixed model of the Logistic regression model, and it is widely used in t... [more] IBISML2018-48
pp.29-36
PRMU, IBISML, IPSJ-CVIM [detail] 2017-09-15
10:30		 Tokyo   Experimental Analysis of Variational Bayesian Method in Model Selection of Gaussian Mixture Model by Singular Bayesian Information Criterion
Naoki Hayashi (Tokyo Tech), Fumito Nakamura (Bosch) PRMU2017-41 IBISML2017-13		 A Gaussian mixture model (GMM) is a statistical model used in various fields such a pattern recognition, thus, it is imp... [more] PRMU2017-41 IBISML2017-13
pp.19-26
IBISML 2016-11-16
15:00		 Kyoto Kyoto Univ. Estimation of Vehicular Headway-Velocity Characteristics in Mixture of Piecewise Linear Model using Variational Bayes Method
Fumito Nakamura, Sumio Watanabe (Tokyo Tech) IBISML2016-65		  [more] IBISML2016-65
pp.137-142
IBISML 2016-03-17
15:45		 Tokyo Institute of Statistical Mathematics Learning and Generalization in Neural Networks using Hamiltonian Monte Carlo Method
Fumito Nakamura, Sumio Watanabe (Tokyo Tech) IBISML2015-97		  [more] IBISML2015-97
pp.25-29
IE, ITS, ITE-AIT, ITE-HI, ITE-ME, ITE-MMS, ITE-CE [detail] 2015-02-23
09:45		 Hokkaido Hokkaido Univ. Modeling and Grouping of Optimal Speeds Based on Traffic-Flow Video
Fumito Nakamura, Keisuke Yamazaki (Titech) ITS2014-53 IE2014-80		  [more] ITS2014-53 IE2014-80
pp.155-160
IBISML 2013-03-04
14:40		 Aichi Nagoya Institute of Technology On Variational Free Energy of Normal Mixtures with General Dirichlet Distribution
Fumito Nakamura, Sumio Watanabe (Tokyo Inst. of Tech.) IBISML2012-94		  [more] IBISML2012-94
pp.9-16
IBISML 2012-11-07
15:30		 Tokyo Bunkyo School Building, Tokyo Campus, Tsukuba Univ. Free Energy and Generalization error of Local minima in Variational Bayes Learning
Fumito Nakamura, Sumio Watanabe (Tokyo Tech) IBISML2012-42		  [more] IBISML2012-42
pp.59-65
IBISML 2011-11-09
15:45		 Nara Nara Womens Univ. Local Minima Structure of Variational Bayes Learning
Fumito Nakamura, Sumio Watanabe (Tokyo Tech) IBISML2011-43		 Variational Bayes learning has good generalization performance as Bayes learning by relatively small
computational cost... [more]		 IBISML2011-43
pp.5-10
 Results 1 - 8 of 8  /   
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