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Volumn 2, Issue , 2012, Pages 1655-1662

Convergence of the EM algorithm for Gaussian mixtures with unbalanced mixing coefficients

Author keywords

[No Author keywords available]

Indexed keywords

CONJUGATE GRADIENT; DIRICHLET PROCESS MIXTURE MODEL; DYNAMIC RANGE; EM ALGORITHMS; EXPECTATION-MAXIMIZATION ALGORITHMS; GAUSSIAN MIXTURE MODEL; GAUSSIAN MIXTURES; MIXING COEFFICIENT; MIXTURE COMPONENTS; SPEED OF CONVERGENCE; STANDARD OPTIMIZATION; VARIATIONAL BAYESIAN;

EID: 84867123006     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (42)

References (16)
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    • Katahira, K.1    Watanabe, K.2    Okada, M.3
  • 6
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    • Liu, D.C.1    Nocedal, J.2
  • 7
    • 0037735771 scopus 로고    scopus 로고
    • Asymptotic convergence rate of the EM algorithm for Gaussian mixtures
    • Ma, J., Xu, L., and Jordan, M.I. Asymptotic convergence rate of the EM algorithm for Gaussian mixtures. Neural Computation, 12(12):2881-2907, 2000.
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    • Ma, J.1    Xu, L.2    Jordan, M.I.3
  • 9
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    • Self-annealing and self-annihilation: Unifying deterministic annealing and relaxation labeling
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    • Rangarajan, A. Self-annealing and self-annihilation: unifying deterministic annealing and relaxation labeling. Pattern Recognition, 33(4):635-649, 2000. ISSN 0031-3203.
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    • Rangarajan, A.1
  • 11
    • 0021404166 scopus 로고
    • Mixture densities, maximum likelihood and the EM algorithm
    • Redner, R A and Walker, H F. Mixture densities, maximum likelihood and the EM algorithm. SIAM Review, 26(2):195-239, 1984.
    • (1984) SIAM Review , vol.26 , Issue.2 , pp. 195-239
    • Redner, R.A.1    Walker, H.F.2
  • 12
    • 0032202775 scopus 로고    scopus 로고
    • Deterministic annealing for clustering, compression, classification, regression, and related optimization problems
    • ISSN 0018-9219
    • Rose, K. Deterministic annealing for clustering, compression, classification, regression, and related optimization problems. Proceedings of the IEEE, 86(11):2210-2239, 1998. ISSN 0018-9219.
    • (1998) Proceedings of the IEEE , vol.86 , Issue.11 , pp. 2210-2239
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  • 13
    • 1942420675 scopus 로고    scopus 로고
    • Optimization with EM and Expectation-Conjugate-Gradient
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* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.