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 ,...
Semi thesaurus term： EM algorithm

   To see more with JDream III (charged).   {{ this.onShowAbsJLink("http://jdream3.com/lp/jglobal/index.html?docNo=96A0157480&from=J-GLOBAL&jstjournalNo=G0427A") }}

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