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Volumn 2, Issue , 2007, Pages 19-26

On tight approximate inference of the Logistic-Normal Topic Admixture Model

Author keywords

[No Author keywords available]

Indexed keywords

APPROXIMATE INFERENCE; CLOSED FORM; DOCUMENT COLLECTION; MODEL LEARNING; MULTIVARIATE QUADRATICS; NON-TRIVIAL; SIMULATED DATA; TAYLOR APPROXIMATION; TEXT MODELS; TOPIC MODEL;

EID: 84862303225     PISSN: 15324435     EISSN: 15337928     Source Type: Journal    
DOI: None     Document Type: Conference Paper
Times cited : (13)

References (12)
  • 1
    • 0000764531 scopus 로고
    • Logistic-normal distributions: Some properties and uses
    • J. Aitchison and S. Shen. Logistic-normal distributions: Some properties and uses, Biometrika 67, 1980.
    • (1980) Biometrika , vol.67
    • Aitchison, J.1    Shen, S.2
  • 3
    • 33749240483 scopus 로고    scopus 로고
    • Correlated topic models
    • D. Blei and J. Lafferty. Correlated topic models. In NIPS 18, 2006
    • (2006) NIPS , vol.18
    • Blei, D.1    Lafferty, J.2
  • 4
    • 1842637512 scopus 로고    scopus 로고
    • Mixed membership models of scientific publications
    • April 6
    • E. Erosheva, S. Fienberg, and J. Lafferty. Mixed membership models of scientific publications. PNAS, Vol. 101, Suppl. 1, April 6, 2004
    • (2004) PNAS , vol.101 , Issue.SUPPL. 1
    • Erosheva, E.1    Fienberg, S.2    Lafferty, J.3
  • 5
    • 0033225865 scopus 로고    scopus 로고
    • An introduction to variational methods for graphical models
    • M. Jordan (Ed.), Cambridge: MIT Press
    • M. Jordan, Z. Ghahramani, T. Jaakkola, and L. Saul. An introduction to variational methods for graphical models. In M. Jordan (Ed.), Learning in Graphical Models, Cambridge: MIT Press, 1999.
    • (1999) Learning in Graphical Models
    • Jordan, M.1    Ghahramani, Z.2    Jaakkola, T.3    Saul, L.4
  • 6
    • 0034118493 scopus 로고    scopus 로고
    • Inference of population structure using multilocus genotype data
    • June
    • J. Pritchard, M. Stephens, and P. Donnelly. Inference of population structure using multilocus genotype data. Genetics, 155:945959,June 2000.
    • (2000) Genetics , vol.155 , pp. 945959
    • Pritchard, J.1    Stephens, M.2    Donnelly, P.3
  • 8
    • 0032029288 scopus 로고    scopus 로고
    • Deterministic annealing EMalgorithm
    • N. Ueda and R. Nakano. Deterministic annealing EMalgorithm. Neural Networks, 11, 271282, 1998.
    • (1998) Neural Networks , vol.11 , pp. 271282
    • Ueda, N.1    Nakano, R.2
  • 9
    • 33745780732 scopus 로고    scopus 로고
    • Exponential family harmoniums with an application to information retrieval
    • M. Welling, M. Rosen-Zvi, and G. Hinton. Exponential family harmoniums with an application to information retrieval. In NIPS 17, 2004.
    • (2004) NIPS , vol.17
    • Welling, M.1    Rosen-Zvi, M.2    Hinton, G.3
  • 10
    • 3242679207 scopus 로고    scopus 로고
    • A generalized mean field algorithm for variational inference in exponential families
    • E. Xing, M. Jordan, and S. Russell. A generalized mean field algorithm for variational inference in exponential families. In Proc. of the 19th UAI, pages 583:591, 2003.
    • (2003) Proc. of the 19th UAI , vol.583 , pp. 591
    • Xing, E.1    Jordan, M.2    Russell, S.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.