Art

J-GLOBAL ID：200902185649400115   Reference number：96A0157480

Geometry of the EM Algorithm.

EMアルゴリズムの幾何学

Author (1)： AKAHO SHOTARO (電総研)
Material： 情報処理  (IPSJ Magazine)
Volume： 37  Issue： 1  Page： 43-51  Publication year： Jan. 1996 
JST Material Number： G0427A  ISSN： 0447-8053  Document type： Article
Article type： 文献レビュー  Country of issue： Japan (JPN)  Language： JAPANESE (JA)

Thesaurus term： maximum likelihood method ,...

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JST classification (2)： Theory of computation  (JB02000A) ,  System and control theory in general  (IA02010H)

Reference (19)：

• AMARI, S. Differential Geometrical Methods in Statistics. Lecture Notes in Statistics. 1985
• AMARI, S. Information Geometry of the EM and em Algorithms for Neural Networks. Technical Report METR 94-04, University of Tokyo. 1994
• AMARI, S. Information Geometry of Boltzmann Machines. IEEE Trans. Neural Networks. 1992, 3, 2
• 甘利俊一. 情報幾何の方法,岩波講座 応用数学. 1993
• BAUM, L. A Maximization Technique Occurring in the Statiscal Analysis of Probabilistic Functions of Markov Chains. Annals of Mathematical Statistics. 1970, 41, 1, 164-171

Terms in the title (2)： EMアルゴリズム ,  幾何学