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Volumn , Issue , 2007, Pages 89-96

A novel Gaussian Sum smoother for approximate inference in switching linear dynamical systems

Author keywords

[No Author keywords available]

Indexed keywords

APPROXIMATE INFERENCE; CONDITIONAL INDEPENDENCE ASSUMPTION; EXPECTATION PROPAGATION; GAUSSIAN SUM SMOOTHERS; LARGE-SCALE APPLICATIONS; LINEAR DYNAMICAL SYSTEMS; MIXTURE OF GAUSSIANS; NOISE ROBUST SPEECH RECOGNITION; RECURSIONS; SWITCH TRANSITION; SWITCHING LINEAR DYNAMICAL SYSTEMS;

EID: 84864048494     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (5)

References (17)
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    • Expectation Propagation for approximate inference in dynamic Bayesian networks
    • A. Darwiche and N. Friedman, editors
    • T. Heskes and O. Zoeter. Expectation Propagation for approximate inference in dynamic Bayesian networks. In A. Darwiche and N. Friedman, editors, Uncertainty in Art. Intelligence, pages 216-223, 2002.
    • (2002) Uncertainty in Art. Intelligence , pp. 216-223
    • Heskes, T.1    Zoeter, O.2
  • 10
    • 0041377763 scopus 로고    scopus 로고
    • Stable local computation with conditional Gaussian distributions
    • S. Lauritzen and F. Jensen. Stable local computation with conditional Gaussian distributions. Statistics and Computing, 11:191-203, 2001.
    • (2001) Statistics and Computing , vol.11 , pp. 191-203
    • Lauritzen, S.1    Jensen, F.2
  • 11
    • 0001361993 scopus 로고
    • The two-filter formula for smoothing and an implementation of the Gaussian-sum smoother
    • G. Kitagawa. The Two-Filter Formula for Smoothing and an implementation of the Gaussian-sum smoother. Annals of the Institute of Statistical Mathematics, 46(4):605-623, 1994.
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    • Kitagawa, G.1
  • 12
    • 0001646121 scopus 로고    scopus 로고
    • Variational learning for switching state-space models
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    • Ghahramani, Z.1    Hinton, G.E.2
  • 16
    • 13244265597 scopus 로고    scopus 로고
    • Revisiting autoregressive hidden Markov modeling of speech signals
    • February
    • Y. Ephraim and W. J. J. Roberts. Revisiting autoregressive hidden Markov modeling of speech signals. IEEE Signal Processing Letters, 12(2):166-169, February 2005.
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    • Ephraim, Y.1    Roberts, W.J.J.2
  • 17
    • 0021226391 scopus 로고
    • A database for speaker independent digit recognition
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* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.