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Volumn , Issue , 2016, Pages 1081-1089

Rényi divergence variational inference

Author keywords

[No Author keywords available]

Indexed keywords

BAYESIAN NETWORKS; NEURAL NETWORKS; OPTIMIZATION; STOCHASTIC SYSTEMS;

EID: 85019242057     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (249)

References (29)
  • 1
    • 0033225865 scopus 로고    scopus 로고
    • An introduction to variational methods for graphical models
    • M. I. Jordan, Z. Ghahramani, T. S. Jaakkola, and L K. Saul, "An introduction to variational methods for graphical models," Machine learning, Vol. 37, No. 2, pp. 183-233, 1999.
    • (1999) Machine Learning , vol.37 , Issue.2 , pp. 183-233
    • Jordan, M.I.1    Ghahramani, Z.2    Jaakkola, T.S.3    Saul, L.K.4
  • 13
    • 84891700107 scopus 로고    scopus 로고
    • Fixed-form variational posterior approximation through stochastic linear regression
    • T. Salimans and D. A. Knowles, "Fixed-form variational posterior approximation through stochastic linear regression," Bayesian Analysis, Vol. 8, No. 4, pp. 837-882, 2013.
    • (2013) Bayesian Analysis , vol.8 , Issue.4 , pp. 837-882
    • Salimans, T.1    Knowles, D.A.2
  • 22
    • 33646516485 scopus 로고
    • Possible generalization of boltzmann-gibbs statistics
    • C. Tsallis, "Possible generalization of Boltzmann-Gibbs statistics," Journal of statistical physics, Vol. 52, No. 1-2, pp. 479-487, 1988.
    • (1988) Journal of Statistical Physics , vol.52 , Issue.1-2 , pp. 479-487
    • Tsallis, C.1
  • 23
    • 84902978549 scopus 로고    scopus 로고
    • Rényi divergence and Kullback-leibler divergence
    • IEEE Transactions on
    • T. Van Erven and P. Harremoës, "Rényi divergence and Kullback-Leibler divergence," Information Theory, IEEE Transactions on, Vol. 60, No. 7, pp. 3797-3820, 2014.
    • (2014) Information Theory , vol.60 , Issue.7 , pp. 3797-3820
    • Van Erven, T.1    Harremoës, P.2
  • 25
    • 84923421297 scopus 로고    scopus 로고
    • Two problems with variational expectation maximisation for time-series models
    • (D. Barber, T. Cemgil, and S. Chiappa, eds.), ch. 5 Cambridge University Press
    • R. E. Turner and M. Sahani, "Two problems with variational expectation maximisation for time-series models," in Bayesian Time series models (D. Barber, T. Cemgil, and S. Chiappa, eds.), ch. 5, pp. 109-130, Cambridge University Press, 2011.
    • (2011) Bayesian Time Series Models , pp. 109-130
    • Turner, R.E.1    Sahani, M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.