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Volumn 227, Issue , 2007, Pages 545-552

A permutation-augmented sampler for DP mixture models

Author keywords

[No Author keywords available]

Indexed keywords

CLUSTERING ALGORITHMS; DYNAMIC PROGRAMMING; RANDOM PROCESSES; SAMPLING; VARIATIONAL TECHNIQUES;

EID: 34547985232     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1273496.1273565     Document Type: Conference Paper
Times cited : (8)

References (23)
  • 1
    • 0000708831 scopus 로고
    • Mixtures of Dirichlet processes with applications to Bayesian nonparametric problems
    • Antoniak, C. E. (1974). Mixtures of Dirichlet processes with applications to Bayesian nonparametric problems. Annals of Statistics, 2, 1152-1174.
    • (1974) Annals of Statistics , vol.2 , pp. 1152-1174
    • Antoniak, C.E.1
  • 2
    • 84867186048 scopus 로고    scopus 로고
    • Variational inference for Dirichlet process mixtures
    • Blei, D., & Jordan, M. I. (2005). Variational inference for Dirichlet process mixtures. Bayesian Analysis, 1, 121-144.
    • (2005) Bayesian Analysis , vol.1 , pp. 121-144
    • Blei, D.1    Jordan, M.I.2
  • 3
    • 33645502533 scopus 로고    scopus 로고
    • An improved merge-split sampler for conjugate Dirichlet process mixture models
    • University of Wisconsin
    • Dahl, D. B. (2003a). An improved merge-split sampler for conjugate Dirichlet process mixture models (Technical Report). University of Wisconsin.
    • (2003) Technical Report
    • Dahl, D.B.1
  • 4
    • 0003610530 scopus 로고    scopus 로고
    • Modal clustering in a univariate class of product partition models , University of Wisconsin
    • Dahl, D. B. (2003b). Modal clustering in a univariate class of product partition models (Technical Report). University of Wisconsin.
    • (2003) Technical Report
    • Dahl, D.B.1
  • 7
    • 0001120413 scopus 로고
    • A Bayesian analysis of some nonparametric problems
    • Ferguson, T. S. (1973). A Bayesian analysis of some nonparametric problems. Annals of Statistics, 1, 209-230.
    • (1973) Annals of Statistics , vol.1 , pp. 209-230
    • Ferguson, T.S.1
  • 8
    • 0000498409 scopus 로고    scopus 로고
    • Being Bayesian about Bayesian network structure: A Bayesian approach to structure discovery in Bayesian networks
    • Friedman, N., & Koller, D. (2000). Being Bayesian about Bayesian network structure: A Bayesian approach to structure discovery in Bayesian networks. Uncertainty in Artificial Intelligence (pp. 201-210).
    • (2000) Uncertainty in Artificial Intelligence , pp. 201-210
    • Friedman, N.1    Koller, D.2
  • 11
    • 0010441096 scopus 로고    scopus 로고
    • A split-merge Markov chain Monte Carlo procedure for the Dirichlet process mixture model
    • University of Toronto
    • Jain, S., & Neal, R. (2000). A split-merge Markov chain Monte Carlo procedure for the Dirichlet process mixture model (Technical Report). University of Toronto.
    • (2000) Technical Report
    • Jain, S.1    Neal, R.2
  • 12
    • 0001654702 scopus 로고
    • Extensions of Lipschitz maps into a, Hilbert space
    • Johnson, W., & Lindenstrauss, J. (1984). Extensions of Lipschitz maps into a, Hilbert space. Contemporary Mathematics, 26, 189-206.
    • (1984) Contemporary Mathematics , vol.26 , pp. 189-206
    • Johnson, W.1    Lindenstrauss, J.2
  • 16
    • 0242641721 scopus 로고    scopus 로고
    • Combinatorial stochastic processes
    • 621, Department of Statistics, UC Berkeley
    • Pitman, J. (2002). Combinatorial stochastic processes (Technical Report 621). Department of Statistics, UC Berkeley.
    • (2002) Technical Report
    • Pitman, J.1
  • 17
    • 0031534984 scopus 로고    scopus 로고
    • The two-parameter Poisson-Dirichlet distribution derived from a stable subordinator
    • Pitman, J., & Yor, M. (1997). The two-parameter Poisson-Dirichlet distribution derived from a stable subordinator. Annals of Probability, 25, 855-900.
    • (1997) Annals of Probability , vol.25 , pp. 855-900
    • Pitman, J.1    Yor, M.2
  • 19
    • 33747349191 scopus 로고
    • Nonuniversal critical dynamics in MC simulations
    • Swendsen, R. H., & Wang, J. S. (1987). Nonuniversal critical dynamics in MC simulations. Physics Review Letters, 58, 86-88.
    • (1987) Physics Review Letters , vol.58 , pp. 86-88
    • Swendsen, R.H.1    Wang, J.S.2
  • 22
    • 0040830539 scopus 로고
    • Hyperparameter estimation in Dirichlet process mixture models
    • Duke University
    • West, M. (1995). Hyperparameter estimation in Dirichlet process mixture models (Technical Report). Duke University.
    • (1995) Technical Report
    • West, M.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.