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渡邊澄夫 2008年 研究業績一覧 (17件 / 207件)
論文
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Kenji Nagata,
SUMIO WATANABE.
Exchange Monte Carlo Sampling From Bayesian Posterior for Singular Learning Machines,
IEEE Transactions on Neural Networks,
vol. 19,
no. 7,
pp. 1253-1266,
2008.
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Kenji Nagata,
SUMIO WATANABE.
Asymptotic Behavior of Exchange Ratio in Exchange Monte Carlo Method,
vol. 21,
no. 7,
pp. 980-988,
2008.
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Kenji Nagata,
SUMIO WATANABE.
Theory and Experiments of Exchange Ratio for Exchange Monte Carlo Method,
Neural Information Processing - Letters and Reviews,
vol. 12,
no. 1-3,
pp. 21-30,
2008.
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藤原香織,
渡邊澄夫.
特異モデルにおけるベイズ検定と時系列解析への応用,
電子情報通信学会論文誌D,
vol. J91-D,
no. 4,
pp. 889-896,
2008.
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SUMIO WATANABE.
Algebraic geometrical method in singular statistical estimation,
Quantum Bio-Informatics,
World Scientific (Singapole),
pp. 325-336,
2008.
国際会議発表 (査読有り)
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Daisuke Kaji,
SUMIO WATANABE.
Model Selection Method for AdaBoost Using Formal Information Criteria,
International Conference on Neural Information Processing of the Asia-Pacific Neural Network Assembly,
Nov. 2008.
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Kenji Nagata,
SUMIO WATANABE.
Design of Exchange Monte Carlo Method for Bayesian Learning in Normal Mixture Models,
International Conference on Neural Information Processing of the Asia-Pacific Neural Network Assembly,
Nov. 2008.
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Masashi Matsumoto,
SUMIO WATANABE.
Experimental Study of Ergodic Learning Curve in Hidden Markov Models,
International Conference on Neural Information Processing of the Asia-Pacific Neural Network Assembly,
Nov. 2008.
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KAZUHO WATANABE,
SUMIO WATANABE.
Variational Bayesian Algorithm and Stochastic Complexity for Mixture Models,
Proc. of ICONIP2005,
Mar. 2008.
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Kenji Nagata,
SUMIO WATANABE.
A Method to Approximate the Baysian Posterior Distribution in Singular Learning Machines,
Proc. of ICONIP2005,
Mar. 2008.
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TAKESHI MATSUDA,
SUMIO WATANABE.
Weighted Blowups of Kullback Information and Application to Multinomial Distributions,
Proceedings of International Symposium on Nonlinear Theory and Its Applications,
2008.
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Yu Nishiyama,
SUMIO WATANABE.
Generalization of Concave and Convex Decomposition in Kikuchi Free Energy,
International Conference on Aritificial Neural Networks,
2008.
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SUMIO WATANABE.
A foumula of equations of states in singular learning machines,
IEEE World Congress in Computational Intelligence,
2008.
国際会議発表 (査読なし・不明)
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