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Volumn , Issue , 2014, Pages 220-229

Annealing paths for the evaluation of topic models

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; ANNEALING; ARTIFICIAL INTELLIGENCE; ITERATIVE METHODS; LEARNING ALGORITHMS; MONTE CARLO METHODS; STATISTICS;

EID: 84923275273     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (6)

References (21)
  • 2
    • 70549102400 scopus 로고    scopus 로고
    • Estimating likelihoods for topic models
    • Nanjing, China, November 2-4, 2009. Proceedings, volume 5828 of Lecture Notes in Computer Science. Springer
    • Buntine, W. Estimating likelihoods for topic models. In Advances in Machine Learning. First Asian Conference on Machine Learning, ACML 2009, Nanjing, China, November 2-4, 2009. Proceedings, volume 5828 of Lecture Notes in Computer Science, pp. 51-64. Springer, 2009.
    • (2009) Advances in Machine Learning. First Asian Conference on Machine Learning, ACML 2009 , pp. 51-64
    • Buntine, W.1
  • 6
    • 77951646429 scopus 로고    scopus 로고
    • A Bayesian hierarchical topic model for political texts: Measuring expressed agendas in Senate press releases
    • Grimmer, Justin. A Bayesian hierarchical topic model for political texts: Measuring expressed agendas in Senate press releases. Political Analysis, 18(1):1-35, 2010.
    • (2010) Political Analysis , vol.18 , Issue.1 , pp. 1-35
    • Grimmer, J.1
  • 11
    • 84888137563 scopus 로고    scopus 로고
    • Differentiating language usage through topic models
    • McFarland, Daniel A, Ramage, Daniel, Chuang, Jason, Heer, Jeffrey, Manning, Christopher D, and Jurafsky, Daniel. Differentiating language usage through topic models. Poetics, 41(6):607-625, 2013.
    • (2013) Poetics , vol.41 , Issue.6 , pp. 607-625
    • McFarland, D.A.1    Ramage, D.2    Chuang, J.3    Heer, J.4    Manning, C.D.5    Jurafsky, D.6
  • 14
    • 0000273048 scopus 로고    scopus 로고
    • Annealed importance sampling
    • Neal, R.M. Annealed importance sampling. Statistics and Computing, 11(2):125-139, 2001.
    • (2001) Statistics and Computing , vol.11 , Issue.2 , pp. 125-139
    • Neal, R.M.1
  • 16
    • 84906926657 scopus 로고    scopus 로고
    • Modeling topic control to detect influence in conversations using nonparametric topic models
    • Nguyen, Viet-An, Boyd-Graber, Jordan, Resnik, Philip, Cai, Deborah A, Midberry, Jennifer E, and Wang, Yuanxin. Modeling topic control to detect influence in conversations using nonparametric topic models. Machine Learning, pp. 1-41, 2013.
    • (2013) Machine Learning , pp. 1-41
    • Nguyen, V.-A.1    Boyd-Graber, J.2    Resnik, P.3    Cai, D.A.4    Midberry, J.E.5    Wang, Y.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.