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渡邊澄夫 2004年 研究業績一覧 (9件 / 207件)
論文
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渡邊澄夫.
人工知能と特異な学習モデル,
人工知能学会誌,
Vol. 19,
No. 6,
pp. 637-641,
2004.
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Miki Aoyagi Sumio Watanabe.
The generalization error of reduced rank regression in Bayesian estimation,
International Symposium on Information Theory and its Applications,
pp. CD-ROM,
2004.
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Kazuho Watanabe Sumio Watanabe.
Lower bounds of stochastic complexities in variational bayes learning of gaussian mixture models,
Proceedings of IEEE International Conference on Cybernetics and Intelligent Systems,
pp. 99-104,
2004.
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Kazuho Watanabe Sumio Watanabe.
Learning method of the data region based on extreme-value theory,
Proceedings of International Symposium on Information Theory and its Applications,
pp. CD-ROM,
2004.
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Keisuke Yamazaki Sumio Watanabe.
Stochastic Complexity and Newton Diagram,
International Symposium on Information Theory and its Applications,
pp. CD-ROM,
2004.
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Shin-ichi Nakajima Sumio Watanabe.
Simulation Data Generation from Extended EGA Model and Optimization of Alignment Strategy for Lithography,
Proceedings of International Symposium on Information Theory and its Applications,,
pp. CD-ROM,
2004.
著書
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Kazuho Watanabe Sumio Watanabe.
Estimation of the Data region using Extreme-value distributions,
Lecture Notes in Computer Science,
Lecture Notes in Computer Science,
pp. 206-220,
2004.
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渡邊澄夫.
学習理論と数学的自然,
数学のたのしみ 日本評論社,
数学のたのしみ 日本評論社,
pp. 100-112,
2004.
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渡邊澄夫.
数学と統計科学,
統計科学のフロンティア 岩波書店,
統計科学のフロンティア 岩波書店,
Vol. 3,
2004.
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