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Volumn , Issue , 2013, Pages 530-538

A nonparametric mixture model for topic modeling over time

Author keywords

[No Author keywords available]

Indexed keywords

STATISTICS;

EID: 84896063355     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1137/1.9781611972832.59     Document Type: Conference Paper
Times cited : (47)

References (18)
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    • Ahmed, A.1    Xing, E.P.2
  • 2
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    • Asynchronous distributed learning of topic models
    • Asuncion, A., Smyth, P., and Welling, M. (2008). Asynchronous distributed learning of topic models. In NIPS.
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    • Asuncion, A.1    Smyth, P.2    Welling, M.3
  • 3
    • 74549185029 scopus 로고    scopus 로고
    • Supervised topic models
    • Blei, D. and McAulifffe, J. (2007). Supervised topic models. In NIPS.
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    • Blei, D.1    McAuliffe, J.2
  • 4
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    • Latent Dirichlet allocation
    • Blei, D. M., Ng, A. Y., and Jordan, M. I. (2003). Latent Dirichlet allocation. JMLR, 3:993-1022.
    • (2003) JMLR , Issue.3 , pp. 993-1022
    • Blei, D.M.1    Ng, A.Y.2    Jordan, M.I.3
  • 5
    • 80053193804 scopus 로고    scopus 로고
    • Generalized Polya urn for time-varying Dirichlet process mixtures
    • Caron, F., Davy, M., and Doucet, A. (2007). Generalized Polya urn for time-varying Dirichlet process mixtures. In UAI.
    • (2007) UAI
    • Caron, F.1    Davy, M.2    Doucet, A.3
  • 6
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    • A Bayesian hierarchical model for learning natural scene categories
    • Fei-Fei, L. and Perona, P. (2005). A Bayesian hierarchical model for learning natural scene categories. In CVPR.
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    • Fei-Fei, L.1    Perona, P.2
  • 7
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    • Euclidean embedding of co-occurrence data
    • Globerson, A., Chechik, G., Pereira, F., and Tishby, N. (2007). Euclidean Embedding of Co-occurrence Data. JMLR, 8:2265-2295.
    • (2007) JMLR , vol.8 , pp. 2265-2295
    • Globerson, A.1    Chechik, G.2    Pereira, F.3    Tishby, N.4
  • 8
    • 85162044398 scopus 로고    scopus 로고
    • Construction of dependent dirichlet processes based on poisson processes
    • Lin, D., Grimson, E., and Fisher, J. (2010). Construction of dependent Dirichlet processes based on Poisson processes. In NIPS.
    • (2010) NIPS
    • Lin, D.1    Grimson, E.2    Fisher, J.3
  • 11
    • 77958118345 scopus 로고    scopus 로고
    • Spatial normalized gamma processes
    • Rao, V. and Teh, Y. (2009). Spatial normalized gamma processes. In NIPS.
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    • Rao, V.1    Teh, Y.2
  • 13
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    • Hierarchical Dirichlet processes
    • Teh, Y., Jordan, M., Beal, M., and Blei, D. (2006). Hierarchical Dirichlet processes. JASA, 101:1566-1581.
    • (2006) JASA , vol.101 , pp. 1566-1581
    • Teh, Y.1    Jordan, M.2    Beal, M.3    Blei, D.4
  • 14
    • 84922824202 scopus 로고    scopus 로고
    • Topics over nonparametric time: A supervised topic model using Bayesian nonparametric density estimation
    • Walker, D. D., Seppi, K., and Ringger, E. K. (2012). Topics over nonparametric time: A supervised topic model using bayesian nonparametric density estimation. In UAI Applications Workshop.
    • (2012) UAI Applications Workshop
    • Walker, D.D.1    Seppi, K.2    Ringger, E.K.3
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    • Online variational inference for the hierarchical Dirichlet process
    • Wang, C., Paisley, J., and Blei, D. M. (2011). Online variational inference for the hierarchical Dirichlet process. In AISTATS.
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  • 17
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    • Topics over time: A non-Markov continuous-time model of topical trends
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    • Parallel markov chain monte carlo for nonparametric mixture models
    • Williamson, S. A., Dubey, A., and Xing, E. P. (2013). Parallel markov chain monte carlo for nonparametric mixture models. In ICML.
    • (2013) ICML
    • Williamson, S.A.1    Dubey, A.2    Xing, E.P.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.