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Volumn 31, Issue 2, 2000, Pages 10-18

Acceleration of the EM Algorithm

Author keywords

Em algorithm; Fisher scoring method; Louis turbo; Maximum likelihood estimate

Indexed keywords


EID: 0346444432     PISSN: 08821666     EISSN: None     Source Type: Journal    
DOI: 10.1002/(SICI)1520-684X(200002)31:2<10::AID-SCJ2>3.0.CO;2-D     Document Type: Article
Times cited : (11)

References (9)
  • 1
    • 0025898312 scopus 로고
    • Dualistic geometry of the manifold of higher-order neurons
    • Amari S. Dualistic geometry of the manifold of higher-order neurons. Neural Networks 1991;4:443-451.
    • (1991) Neural Networks , vol.4 , pp. 443-451
    • Amari, S.1
  • 3
    • 0029587111 scopus 로고
    • Information geometry of the EM and em algorithms for neural networks
    • Amari S. Information geometry of the EM and em algorithms for neural networks. Neural Networks 1995;8:1379-1408.
    • (1995) Neural Networks , vol.8 , pp. 1379-1408
    • Amari, S.1
  • 4
    • 0002629270 scopus 로고
    • Maximum likelihood from incomplete data via the EM algorithm
    • Dempster AP, Laird NM, Rubin DB. Maximum likelihood from incomplete data via the EM algorithm. J R Stat Soc Ser B 1977;39:1-38.
    • (1977) J r Stat Soc Ser B , vol.39 , pp. 1-38
    • Dempster, A.P.1    Laird, N.M.2    Rubin, D.B.3
  • 6
    • 0000262562 scopus 로고
    • Hierarchical mixtures of experts and the EM algorithm
    • Jordan MI, Jacobs RA. Hierarchical mixtures of experts and the EM algorithm. Neural Computation 1994;6:181-214.
    • (1994) Neural Computation , vol.6 , pp. 181-214
    • Jordan, M.I.1    Jacobs, R.A.2
  • 7
    • 0029617280 scopus 로고
    • Convergence results for the EM approach to mixture of expert architectures
    • Jordan MI, Xu L. Convergence results for the EM approach to mixture of expert architectures. Neural Networks 1995;8:1409-1431.
    • (1995) Neural Networks , vol.8 , pp. 1409-1431
    • Jordan, M.I.1    Xu, L.2
  • 8
    • 0001044972 scopus 로고
    • Finding the observed information matrix when using the EM algorithm
    • Louis TA. Finding the observed information matrix when using the EM algorithm. J R Stat Soc Ser B 1982;44:226-233.
    • (1982) J r Stat Soc Ser B , vol.44 , pp. 226-233
    • Louis, T.A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.