메뉴 건너뛰기




Volumn , Issue , 2016, Pages 496-504

Operator variational inference

Author keywords

[No Author keywords available]

Indexed keywords

BAYESIAN NETWORKS; OPTIMIZATION;

EID: 85019244640     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (104)

References (27)
  • 1
    • 0001744523 scopus 로고    scopus 로고
    • Zero-variance principle for Monte Carlo algorithms
    • Assaraf, R. and Caffarel, M. (1999). Zero-variance principle for monte carlo algorithms. In Phys. Rev. Let.
    • (1999) Phys. Rev. Let
    • Assaraf, R.1    Caffarel, M.2
  • 4
    • 84899003086 scopus 로고    scopus 로고
    • Propagation algorithms for variational Bayesian learning
    • Ghahramani, Z. and Beal, M. (2001). Propagation algorithms for variational Bayesian learning. In NIPS 13, pages 507-513.
    • (2001) NIPS 13 , pp. 507-513
    • Ghahramani, Z.1    Beal, M.2
  • 8
    • 0024880831 scopus 로고
    • Multilayer feedforward networks are universal approximators
    • Hornik, K., Stinchcombe, M., and White, H. (1989). Multilayer feedforward networks are universal approximators. Neural networks, 2(5):359-366.
    • (1989) Neural Networks , vol.2 , Issue.5 , pp. 359-366
    • Hornik, K.1    Stinchcombe, M.2    White, H.3
  • 9
    • 22044434800 scopus 로고    scopus 로고
    • Estimation of non-Normalized statistical models by score matching
    • (Apr)
    • Hyvärinen, A. (2005). Estimation of non-normalized statistical models by score matching. Journal of Machine Learning Research, 6 (Apr):695-709.
    • (2005) Journal of Machine Learning Research , vol.6 , pp. 695-709
    • Hyvärinen, A.1
  • 10
    • 0033225865 scopus 로고    scopus 로고
    • Introduction to variational methods for graphical models
    • Jordan, M., Ghahramani, Z., Jaakkola, T., and Saul, L. (1999). Introduction to variational methods for graphical models. Machine Learning, 37:183-233.
    • (1999) Machine Learning , vol.37 , pp. 183-233
    • Jordan, M.1    Ghahramani, Z.2    Jaakkola, T.3    Saul, L.4
  • 11
    • 85083952489 scopus 로고    scopus 로고
    • Auto-encoding variational bayes
    • Kingma, D. and Welling, M. (2014). Auto-encoding variational bayes. In (ICLR).
    • (2014) ICLR
    • Kingma, D.1    Welling, M.2
  • 12
    • 85083951076 scopus 로고    scopus 로고
    • Adam: A method for stochastic optimization
    • Kingma, D. P. and Ba, J. (2014). Adam: A method for stochastic optimization. CoRR, abs/1412.6980.
    • (2014) CoRR
    • Kingma, D.P.1    Ba, J.2
  • 16
    • 0345978970 scopus 로고    scopus 로고
    • Expectation propagation for approximate Bayesian inference
    • Minka, T. P. (2001). Expectation propagation for approximate Bayesian inference. In UAI.
    • (2001) UAI
    • Minka, T.P.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.