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渡邊澄夫 2006年 研究業績一覧 (21件 / 207件)
論文
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高松 慎吾,
中島伸一,
渡邊澄夫.
局所化ベイズ学習法,
電子情報通信学会論文誌,
Vol. J89-D-II,
No. 10,
pp. 2260-2268,
Dec. 2006.
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西山 悠,
渡辺澄夫.
完全2部グラフ型ボルツマンマシンの平均場近似による確率的複雑さについて,
電子情報通信学会論文誌,
Vol. J89-A,
No. 8,
pp. 671-678,
Aug. 2006.
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星野力,
渡辺一帆,
渡辺澄夫.
隠れマルコフモデルの変分ベイズ学習における確率的複雑さについて,
電子情報通信学会論文誌,
Vol. J89-D,
No. 6,
pp. 1279-1287,
June 2006.
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SHINICHI NAKAJIMA,
SUMIO WATANABE.
Generalization Performance of Subspace Bayes Approach in Linear Neural Networks,
IEICE Transactions,
Vol. E89-D,
No. 3,
pp. 1128-1138,
Feb. 2006.
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KAZUHO WATANABE,
SUMIO WATANABE.
Stochastic complexities of gaussian mixtures in variational bayesian approximation,
Journal of Machine Learning Research,
Vol. 7,
pp. 625-644,
Feb. 2006.
著書
国際会議発表 (査読有り)
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Tikara Hosino,
KAZUHO WATANABE,
SUMIO WATANABE.
Free Energy of Stochastic Context Free Grammar on Variational Bayes,
Proc. of ICONIP,
Vol. 1,
pp. 407-416,
Dec. 2006.
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KAZUHO WATANABE,
SUMIO WATANABE.
Variational bayesian stochastic complexity of mixture models,
Advances in Neural Information Processing Systems,
Proc. of Advances in Neural Information Processing Systems,
The MIT Press,
Vol. 18,
pp. 1465-1472,
Dec. 2006.
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Miki Aoyagi,
SUMIO WATANABE.
Generalization Error of Three Layered Learning Model in Bayesian Estimation,
Proc. of the 2nd IASTED International Conference on Computational Intelligence,
pp. 405-410,
Dec. 2006.
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KAZUHO WATANABE,
Motoki Shiga,
SUMIO WATANABE.
Upper bounds for variational stochastic complexities of Bayesian networks,
International Conference on Intelligent Data Engineering and Automated Learning,
Proc. of International Conference on Intelligent Data Engineering and Automated Learning,
pp. 139-146,
Dec. 2006.
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Yu Nishiyama,
SUMIO WATANABE.
Asymptotic Behavior of Stochastic Complexity of Complete Bipartite Graph-Type Boltzmann Machines,
Proc. of ICONIP,
Vol. 1,
pp. 417-426,
Dec. 2006.
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Shingo Takamatsu,
SHINICHI NAKAJIMA,
SUMIO WATANABE.
Localized Bayes Estimation for Non-identifiable Models,
Proc. of International Conference on Neural Information Processing,
pp. 650-659,
Oct. 2006.
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YU NISHIYAMA,
SUMIO WATANABE.
Asymptotic Behavior of Stochastic Complexity of Complete Bipartite Graph-type Boltzmann Machines,
ICONIP,
LNCS 4232,
Springer,
pp. 671-678,
Oct. 2006.
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Kenji Nagata,
SUMIO WATANABE.
Generalization Performance of Exchange Monte Carlo Method for Normal Mixture Models,
Proc. of 7th International Conference on Intelligent Data Engineering and Automated Learning,
pp. 125-132,
Sept. 2006.
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SHINICHI NAKAJIMA,
SUMIO WATANABE.
Analytic Solution of Hierarchical Variational Bayes in Linear Inverse Problem,
Proc. of International Conference on Artificial Neural Networks,
pp. 240-249,
Sept. 2006.
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Keisuke Yamazaki,
Kenji Nagata,
SUMIO WATANABE,
Klaus-Robert Mueller.
A Model Selection Method Based on Bound of Learning Coefficient,
Proc. of International Conference on Artificial Neural Networks,
pp. 371-380,
Sept. 2006.
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Kenji Nagata,
SUMIO WATANABE.
The Exchange Monte Carlo Method for Bayesian Learning in Singular Learning Machines,
Proc. of IEEE World Congress on Computational Intelligence,
pp. 6383-6389,
July 2006.
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KAZUHO WATANABE,
SUMIO WATANABE.
Variational Bayesian Stochastic Complexity of Mixture Models,
Proc. of Advances in Neural Information Processing Systems,
2006.
国内会議発表 (査読なし・不明)
その他の論文・著書など
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西山悠,
渡邊澄夫.
一般ボルツマンマシンにおける平均場近似自由エネルギーの漸近的挙動,
ニューロコンピューティング研究会,
電子情報通信学会技術研究報告,
電子情報通信学会,
Vol. 106,
No. 163,
pp. 1-6,
July 2006.
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西山悠,
渡邊澄夫.
完全2部グラフ型ボルツマンマシンにおける平均場近似自由エネルギーの漸近的挙動,
ニューロコンピューティング研究会,
電子情報通信学会技術研究報告,
電子情報通信学会,
Vol. 105,
No. 659,
pp. 125-130,
Mar. 2006.
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