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Volumn , Issue , 2010, Pages 1151-1158

The IBP compound Dirichlet process and its application to focused topic modeling

Author keywords

[No Author keywords available]

Indexed keywords

BAYESIAN; BINARY MATRIX; DATA POINTS; DIRICHLET PROCESS; HIERARCHICAL DIRICHLET PROCESS; MEMBERSHIP MODELS; MIXTURE COMPONENTS; MIXTURE MODEL; NON-PARAMETRIC; TOPIC MODEL;

EID: 77956537774     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (121)

References (15)
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  • 3
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  • 4
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    • Sharing features among dynamical systems with beta processes
    • Fox, E. B., Sudderth, E. B., Jordan, M. I., and Willsky, A. S. Sharing features among dynamical systems with beta processes. In NIPS, volume 22, 2009.
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  • 5
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    • Dirichlet process, related priors and posterior asymptotics
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    • Ghosal, S. Dirichlet process, related priors and posterior asymptotics. In Hjort, N. L., Holmes, C., Müller, P., and Walker, S. G. (eds.), Bayesian Nonparametrics, Cambridge Series in Statistical and Probabilistic Mathematics, pp. 35-79. Cambridge University Press, 2010.
    • (2010) Bayesian Nonparametrics , pp. 35-79
    • Ghosal, S.1
  • 6
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    • Infinite latent feature models and the Indian buffet process
    • Griffiths, T. L. and Ghahramani, Z. Infinite latent feature models and the Indian buffet process. In NIPS, volume 18, 2005.
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    • Griffiths, T.L.1    Ghahramani, Z.2
  • 7
    • 22944460748 scopus 로고    scopus 로고
    • Spike and slab variable selection: Frequentist and Bayesian strategies
    • Ishwaran, H. and Rao, J. S. Spike and slab variable selection: Frequentist and Bayesian strategies. Annals of Statistics, 33:730, 2005.
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  • 8
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    • Pachinko allocation: DAG-structured mixture models of topic correlations
    • Li, W. and McCallum, A. Pachinko allocation: DAG-structured mixture models of topic correlations. In ICML, volume 23, 2006.
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    • Hierarchical Dirichlet processes
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