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Volumn , Issue , 2007, Pages 1353-1360

A collapsed variational Bayesian inference algorithm for latent Dirichlet allocation

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONALLY EFFICIENT; DOCUMENT MODELING; GIBBS SAMPLING; LATENT DIRICHLET ALLOCATION; LATENT DIRICHLET ALLOCATIONS; VARIATIONAL BAYES; VARIATIONAL BAYESIAN;

EID: 84864061876     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (337)

References (15)
  • 1
    • 0002370418 scopus 로고    scopus 로고
    • A tutorial on learning with Bayesian networks
    • M. I. Jordan, editor. Kluwer Academic Publishers
    • D. Heckerman. A tutorial on learning with Bayesian networks. In M. I. Jordan, editor, Learning in Graphical Models. Kluwer Academic Publishers, 1999.
    • (1999) Learning in Graphical Models
    • Heckerman, D.1
  • 2
    • 0141607824 scopus 로고    scopus 로고
    • Latent Dirichlet allocation
    • D. M. Blei, A. Y. Ng, and M. I. Jordan. Latent Dirichlet allocation. JMLR, 3, 2003.
    • (2003) JMLR , vol.3
    • Blei, D.M.1    Ng, A.Y.2    Jordan, M.I.3
  • 3
    • 10944226934 scopus 로고    scopus 로고
    • Variational extensions to em and multinomial PCA
    • W. Buntine. Variational extensions to EM and multinomial PCA. In ECML, 2002.
    • (2002) ECML
    • Buntine, W.1
  • 6
    • 33745155436 scopus 로고    scopus 로고
    • A Bayesian hierarchical model for learning natural scene categories
    • L. Fei-Fei and P. Perona. A Bayesian hierarchical model for learning natural scene categories. In CVPR, 2005.
    • (2005) CVPR
    • Fei-Fei, L.1    Perona, P.2
  • 7
    • 1842751687 scopus 로고    scopus 로고
    • Expectation propagation for the generative aspect model
    • T. P. Minka and J. Lafferty. Expectation propagation for the generative aspect model. In UAI, 2002.
    • (2002) UAI
    • Minka, T.P.1    Lafferty, J.2
  • 8
    • 29344437276 scopus 로고    scopus 로고
    • Applying discrete PCA in data analysis
    • W. Buntine and A. Jakulin. Applying discrete PCA in data analysis. In UAI, 2004.
    • (2004) UAI
    • Buntine, W.1    Jakulin, A.2
  • 9
    • 0012138848 scopus 로고    scopus 로고
    • From naive mean field theory to the TAP equations
    • D. Saad and M. Opper, editors. The MIT Press
    • M. Opper and O. Winther. From naive mean field theory to the TAP equations. In D. Saad and M. Opper, editors, Advanced Mean Field Methods : Theory and Practice. The MIT Press, 2001.
    • (2001) Advanced Mean Field Methods : Theory and Practice
    • Opper, M.1    Winther, O.2
  • 10
    • 0002205556 scopus 로고    scopus 로고
    • Rao-Blackwellisation of sampling schemes
    • G. Casella and C. P. Robert. Rao-Blackwellisation of sampling schemes. Biometrika, 83(1):81-94, 1996.
    • (1996) Biometrika , vol.83 , Issue.1 , pp. 81-94
    • Casella, G.1    Robert, C.P.2
  • 13
    • 33749249041 scopus 로고    scopus 로고
    • Pachinko allocation: DAG-structured mixture models of topic correlations
    • W. Li and A. McCallum. Pachinko allocation: DAG-structured mixture models of topic correlations. In ICML, 2006.
    • (2006) ICML
    • Li, W.1    McCallum, A.2


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