메뉴 건너뛰기




Volumn , Issue , 2011, Pages 377-384

Topic modeling with nonparametric Markov tree

Author keywords

[No Author keywords available]

Indexed keywords

CHILD NODE; DATA SETS; MARKOV TREES; MULTIPLE SCALE; NON-PARAMETRIC; NON-PARAMETRIC BAYESIAN; QUANTITATIVE RESULT; TOPIC MODEL; TREE SIZE; TREE STRUCTURES; TREE-BASED;

EID: 80053435307     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (3)

References (15)
  • 3
    • 76849117578 scopus 로고    scopus 로고
    • The nested Chinese restaurant process and Bayesian nonparametric inference of topic hierarchies
    • Blei, D. M., Griffiths, T. L., and Jordan, M. I. The nested Chinese restaurant process and Bayesian nonparametric inference of topic hierarchies. Journal of the ACM, 57(2), 2010.
    • (2010) Journal of the ACM , vol.57 , Issue.2
    • Blei, D.M.1    Griffiths, T.L.2    Jordan, M.I.3
  • 5
    • 0001120413 scopus 로고
    • A Bayesian analysis of some nonparametric problems
    • Ferguson, T. S. A Bayesian analysis of some nonparametric problems. Psychological Review, 1(2):209-230, 1973.
    • (1973) Psychological Review , vol.1 , Issue.2 , pp. 209-230
    • Ferguson, T.S.1
  • 9
    • 70349643583 scopus 로고    scopus 로고
    • Hidden Markov models with stick-breaking priors
    • Paisley, J. and Carin, L. Hidden Markov models with stick-breaking priors. IEEE Transactions on Signal Processing, 57(10):3905-3917, 2009.
    • (2009) IEEE Transactions on Signal Processing , vol.57 , Issue.10 , pp. 3905-3917
    • Paisley, J.1    Carin, L.2
  • 10
    • 40249114903 scopus 로고    scopus 로고
    • Retrospective Markov chain Monte Carlo methods for Dirichlet process hierarchical models
    • DOI 10.1093/biomet/asm086
    • Papaspiliopoulos, O. and Roberts, G. O. Retrospective Markov chain Monte Carlo methods for Dirichlet process hierarchical models. Biometrika, 95(1): 169-186, 2008. (Pubitemid 351333332)
    • (2008) Biometrika , vol.95 , Issue.1 , pp. 169-186
    • Papaspiliopoulos, O.1    Roberts, G.O.2
  • 11
    • 0000720609 scopus 로고
    • A constructive definition of Dirichlet priors
    • Sethuraman, J. A constructive definition of Dirichlet priors. Statistica Sinica, 4:639-650, 1994.
    • (1994) Statistica Sinica , vol.4 , pp. 639-650
    • Sethuraman, J.1
  • 13
    • 77956499537 scopus 로고    scopus 로고
    • Decoupling sparsity and smoothness in the discrete hierarchical Dirichlet process
    • Wang, C. and Blei, D. M. Decoupling sparsity and smoothness in the discrete hierarchical Dirichlet process. In Neural Information Processing Systems, 2009a.
    • (2009) Neural Information Processing Systems
    • Wang, C.1    Blei, D.M.2
  • 14


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.