Bayesian Estimation of Beta Mixture Models with Variational Inference
- Author
- ZHANYU MA1 ; LEIJON, Arne1
[1] Sound and Image Processing Laboratory, School of Electrical and Engineering, KTH—Royal Institute of Technology, Osquldas v. 10, Stockholm SE-100 44, Sweden - Source
IEEE transactions on pattern analysis and machine intelligence. 2011, Vol 33, Num 11, pp 2160-2173, 14 p ; ref : 47 ref
- CODEN
- ITPIDJ
- ISSN
- 0162-8828
- Scientific domain
- Control theory, operational research; Computer science
- Publisher
- IEEE Computer Society, Los Alamitos, CA
- Publication country
- United States
- Document type
- Article
- Language
- English
- Author keyword
- Bayesian estimation beta distribution factorized approximation maximum likelihood estimation mixture modeling variational inference
- Keyword (fr)
- Algorithme EM Approximation asymptotique Calcul variationnel Convexité Coût Estimation Bayes Estimation paramètre Identification système Inférence Loi a posteriori Loi a priori Loi bêta Maximum vraisemblance Modèle donnée Modélisation Mélange loi probabilité Méthode approximation Méthode itérative Solution exacte
- Keyword (en)
- EM algorithm Asymptotic approximation Variational calculus Convexity Costs Bayes estimation Parameter estimation System identification Inference Posterior distribution Prior distribution Beta distribution Maximum likelihood Data models Modeling Mixed distribution Approximation method Iterative method Exact solution
- Keyword (es)
- Algoritmo EM Aproximación asintótica Cálculo de variaciones Convexidad Coste Estimación Bayes Estimación parámetro Identificación sistema Inferencia Ley a posteriori Ley a priori Ley beta Maxima verosimilitud Modelización Mezcla ley probabilidad Método iterativo Solución exacta
- Classification
- Pascal
- 001 Exact sciences and technology / 001A Sciences and techniques of general use / 001A02 Mathematics / 001A02H Probability and statistics / 001A02H02 Statistics / 001A02H02G Parametric inference
- Discipline
- Mathematics
- Origin
- Inist-CNRS
- Database
- PASCAL
- INIST identifier
- 25440586
Sauf mention contraire ci-dessus, le contenu de cette notice bibliographique peut être utilisé dans le cadre d’une licence CC BY 4.0 Inist-CNRS / Unless otherwise stated above, the content of this bibliographic record may be used under a CC BY 4.0 licence by Inist-CNRS / A menos que se haya señalado antes, el contenido de este registro bibliográfico puede ser utilizado al amparo de una licencia CC BY 4.0 Inist-CNRS
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DOI
10.1109/TPAMI.2011.63 
https://dx.doi.org/10.1109/TPAMI.2011.63
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