메뉴 건너뛰기




Volumn , Issue , 2005, Pages 33-40

On contrastive divergence learning

Author keywords

[No Author keywords available]

Indexed keywords

CONTRASTIVE DIVERGENCE; EXPONENTIAL NUMBERS; MARKOV CHAIN MONTE CARLO METHOD; MARKOV RANDOM FIELDS; RANDOM FIELDS; UNBIASED ESTIMATES;

EID: 84862612564     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (667)

References (17)
  • 3
    • 0037768682 scopus 로고    scopus 로고
    • Continuous restricted boltzmann machine with an implementable training algorithm
    • June 20
    • H. Chen and A. F. Murray. Continuous restricted Boltzmann machine with an implementable training algorithm. IEE Proceedings: Vision, Image and Signal Processing, 150(3):153-158, June 20 2003.
    • (2003) IEE Proceedings: Vision, Image and Signal Processing , vol.150 , Issue.3 , pp. 153-158
    • Chen, H.1    Murray, A.F.2
  • 4
    • 0345368881 scopus 로고
    • Unsupervised learning of distributions on binary vectors using 2-layer networks
    • Y. Freund and D. Haussler. Unsupervised learning of distributions on binary vectors using 2-layer networks. In NIPS, pages 912-919, 1992.
    • (1992) NIPS , pp. 912-919
    • Freund, Y.1    Haussler, D.2
  • 6
    • 0000803388 scopus 로고
    • The population frequencies of species and the estimation of population parameters
    • Dec.
    • I. J. Good. The population frequencies of species and the estimation of population parameters. Biometrika, 40(3/4):237-264, Dec. 1953.
    • (1953) Biometrika , vol.40 , Issue.3-4 , pp. 237-264
    • Good, I.J.1
  • 7
    • 5044223520 scopus 로고    scopus 로고
    • Multiscale conditional random fields for image labeling
    • X. He, R. S. Zemel, and M. Á. Carreira-Perpiñán. Multiscale conditional random fields for image labeling. In CVPR, pages 695-702, 2004.
    • (2004) CVPR , pp. 695-702
    • He, X.1    Zemel, R.S.2    Carreira-Perpiñán, M.A.3
  • 8
    • 84898964829 scopus 로고    scopus 로고
    • Stochastic neighbor embedding
    • G. Hinton and S. T. Roweis. Stochastic neighbor embedding. In NIPS, pages 857-864, 2003.
    • (2003) NIPS , pp. 857-864
    • Hinton, G.1    Roweis, S.T.2
  • 9
    • 0013344078 scopus 로고    scopus 로고
    • Training products of experts by minimizing contrastive divergence
    • Aug.
    • G. E. Hinton. Training products of experts by minimizing contrastive divergence. Neural Computation, 14(8):1771-1800, Aug. 2002.
    • (2002) Neural Computation , vol.14 , Issue.8 , pp. 1771-1800
    • Hinton, G.E.1
  • 12
    • 0004087397 scopus 로고
    • Probabilistic inference using Markov chain Monte Carlo methods
    • University of Toronto, Sept.
    • R. M. Neal. Probabilistic inference using Markov chain Monte Carlo methods. Technical Report CRG-TR-93-1, Dept. of Computer Science, University of Toronto, Sept. 1993. Available online at ftp://ftp.cs.toronto.edu/pub/radford/ review.ps.Z.
    • (1993) Technical Report CRG-TR-93-1, Dept. of Computer Science
    • Neal, R.M.1
  • 13
    • 0000329993 scopus 로고
    • Information processing in dynamical systems: Foundations of harmony theory
    • D. E. Rumelhart and J. L. MacClelland, editors Foundations, chapter 6. MIT Press
    • P. Smolensky. Information processing in dynamical systems: Foundations of harmony theory. In D. E. Rumelhart and J. L. MacClelland, editors, Parallel Distributed Computing: Explorations in the Microstructure of Cognition. Vol. 1: Foundations, chapter 6. MIT Press, 1986.
    • (1986) Parallel Distributed Computing: Explorations in the Microstructure of Cognition , vol.1
    • Smolensky, P.1
  • 17
    • 48849114847 scopus 로고    scopus 로고
    • The convergence of contrastive divergences
    • To appear
    • A. Yuille. The convergence of contrastive divergences. To appear in NIPS, 2004.
    • (2004) NIPS
    • Yuille, A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.