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渡邊澄夫 2010年 研究業績一覧 (13件 / 207件)
論文
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SUMIO WATANABE.
Equations of states in singular statistical estimation,
Neural Networks,
Elsevier,
Vol. 23,
No. 1,
pp. 20-34,
Jan. 2010.
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SUMIO WATANABE.
A limit theorem in singular regression problem,
Advanced Studies in Pure Mathematics,
Vol. 57,
pp. 473-492,
Apr. 2010.
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SUMIO WATANABE.
Asymptotic equivalence of Bayes cross validation and widely applicable information criterion in singular learning theory,
Journal of Machine Learning Research,
Vol. 11,
pp. 3571-3591,
Dec. 2010.
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松田健,
渡邊澄夫.
重みつきブローアップの混合正規分布への応用,
電子情報通信学会誌,
Vol. J93-A,
No. 4,
pp. 300-308,
Apr. 2010.
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SUMIO WATANABE.
Equations of states in statistical learning for an unrealizable and regular case,
IEICE Transactions,
Vol. E93-A,
No. 3,
pp. 617-626,
Mar. 2010.
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Keisuke Yamazaki,
Miki Aoyagi,
Sumio Watanabe.
Asymptotic Analysis of Bayesian Generalization Error with Newton Diagram,
Neural Networks,
Elsevior,
Vol. 23,
No. 1,
pp. 35-43,
Jan. 2010.
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Saitoh F.,
SUMIO WATANABE.
On generalization error of self-organizing map,
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics),
Vol. 6444 LNCS,
No. PART 2,
pp. 399-406,
2010.
著書
国際会議発表 (査読有り)
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SUMIO WATANABE.
Asymptotic learning curve and renormalizable condition in statistical learning theory,
Journal of Physics Conference Series,
Vol. 233,
No. 1,
012014,
July 2010.
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Kaori Fujiwara,
SUMIO WATANABE.
Determining the Number of the Components of Gaussian Mixture Models,
Massachusetts, USA,
Proc. of IASTED,
CD-ROM,
Feb. 2010.
国内会議発表 (査読なし・不明)
その他の論文・著書など
研究ハイライト
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渡邊澄夫.
情報量規準 WAIC と WBIC.
2010~2016.
任意の三組(真の分布・統計モデル・事前分布)の評価を行える情報量規準WAICとWBICを考案しました。Github(ソフトウエア開発のための共有サービスサイト)で WAIC と検索すれば世界中の多くの....
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