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Volumn 15, Issue , 2011, Pages 74-82

The discrete infinite logistic normal distribution for mixed-membership modeling

Author keywords

[No Author keywords available]

Indexed keywords

CORRELATION STRUCTURE; EMPIRICAL PERFORMANCE; GAMMA-DISTRIBUTED; GROUP LEVEL; HIERARCHICAL DIRICHLET PROCESS; MEMBERSHIP MODELS; NON-PARAMETRIC; STATISTICAL PROPERTIES; TOPIC MODEL; VARIATIONAL BAYES;

EID: 84862280281     PISSN: 15324435     EISSN: 15337928     Source Type: Journal    
DOI: None     Document Type: Conference Paper
Times cited : (12)

References (22)
  • 2
    • 77954725706 scopus 로고    scopus 로고
    • On smoothing and inference for topic models
    • Asuncion, A.,Welling, M., Smyth, P. & Teh, Y. (2009). On smoothing and inference for topic models. In Uai.
    • (2009) Uai
    • Asuncion, A.1    Welling, M.2    Smyth, P.3    Teh, Y.4
  • 3
    • 84867186048 scopus 로고    scopus 로고
    • Variational inference for Dirichlet process mixtures
    • Blei, D. & Jordan, M. (2005). Variational inference for Dirichlet process mixtures. Journal of Bayesian Analysis 1, 121-144.
    • (2005) Journal of Bayesian Analysis , vol.1 , pp. 121-144
    • Blei, D.1    Jordan, M.2
  • 7
    • 40249086281 scopus 로고    scopus 로고
    • Kernel stick-breaking processes
    • Dunson, D. & Park, J. (2008). Kernel stick-breaking processes. Biometrika 95, 307-323.
    • (2008) Biometrika , vol.95 , pp. 307-323
    • Dunson, D.1    Park, J.2
  • 8
    • 0001120413 scopus 로고
    • A Bayesian analysis of some nonparametric problems
    • Ferguson, T. (1973). A Bayesian analysis of some nonparametric problems. The Annals of Statistics 1, 209-230.
    • (1973) The Annals of Statistics , vol.1 , pp. 209-230
    • Ferguson, T.1
  • 10
    • 0036623091 scopus 로고    scopus 로고
    • Exact and approximate sum representations for the Dirichlet process
    • Ishwaran, H. & Zarepour, M. (2002). Exact and approximate sum representations for the Dirichlet process. Canadian Journal of Statistics 30, 269-283.
    • (2002) Canadian Journal of Statistics , vol.30 , pp. 269-283
    • Ishwaran, H.1    Zarepour, M.2
  • 11
    • 0033225865 scopus 로고    scopus 로고
    • An introduction to variational methods for graphical models
    • Jordan, M., Ghahramani, Z., Jaakkola, T. & Saul, L. (1999). An introduction to variational methods for graphical models. Machine Learning 37, 183-233.
    • (1999) Machine Learning , vol.37 , pp. 183-233
    • Jordan, M.1    Ghahramani, Z.2    Jaakkola, T.3    Saul, L.4
  • 12
  • 15
    • 0001742255 scopus 로고
    • The logistic normal distribution for Bayesian, nonparametric, predictive densities
    • Lenk, P. (1988). The logistic normal distribution for Bayesian, nonparametric, predictive densities. Journal of the American Statistical Association 83, 509-516.
    • (1988) Journal of the American Statistical Association , vol.83 , pp. 509-516
    • Lenk, P.1
  • 20
    • 0000720609 scopus 로고
    • A constructive definition of Dirichlet priors
    • Sethuraman, J. (1994). A constructive definition of Dirichlet priors. Statistica Sinica 4, 639-650.
    • (1994) Statistica Sinica , vol.4 , pp. 639-650
    • Sethuraman, J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.