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J-GLOBAL ID：200902168005109620   Reference number：02A0374300

Bayesian Learning. [I]: Introduction to Statistical Learning.

ベイズ学習 [I] 統計的学習の基礎

Author (1)： UEDA NAONORI (NTT コミュニケーション科学基礎研)
Material： 電子情報通信学会誌  (Journal of the Institute of Electronics, Information and Communication Engineers)
Volume： 85  Issue： 4  Page： 265-271  Publication year： Apr. 01, 2002 
JST Material Number： F0019A  ISSN： 0913-5693  Document type： Article
Article type： 解説  Country of issue： Japan (JPN)  Language： JAPANESE (JA)

Thesaurus term： *generalization ,...
Semi thesaurus term： 統計的学習

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JST classification (1)： Artificial intelligence  (JE08000Z)

Reference (9)：

• GILKS, W. R. Markov Chain Monte Carlo in Practice. 1996
• Learning in Graphical Models. 1998, 105-162
• ATTIAS, H. Learning parameters and structure of latent variable models by variation Bayes. Proc. Uncertainty in Artifical Intelligence. 1999
• DEMPSTER, A. P. Maximum-likelihood from incomplete data via the EM algorithm. Journal of the Royal Statistics. Society B (methodological). 1977, 39, 1-38
• UEDA, N. Deterministic annealing EM algorithm. Neural Netw. 1998, 11, 2, 271-282

Terms in the title (3)： ベイズ学習 ,  統計的学習 ,  基礎