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Volumn , Issue , 2010, Pages 442-449

A family of computationally efficient and simple estimators for unnormalized statistical models

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; COMPUTATIONAL EFFICIENCY; COVARIANCE MATRIX; LOGISTIC REGRESSION;

EID: 80053144265     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (40)

References (16)
  • 1
    • 0001578518 scopus 로고
    • A learning algorithm for boltzmann machines
    • Ackley, D., Hinton, G., and Sejnowski, T. (1985). A learning algorithm for boltzmann machines. Cognitive Science, 9:147-169
    • (1985) Cognitive Science , vol.9 , pp. 147-169
    • Ackley, D.1    Hinton, G.2    Sejnowski, T.3
  • 2
    • 0000396062 scopus 로고    scopus 로고
    • Natural Gradient Works Efficiently in Learning
    • Amari, S. (1998). Natural gradient works efficiently in learning. Neural Computation, 10:251-276 (Pubitemid 128463152)
    • (1998) Neural Computation , vol.10 , Issue.2 , pp. 251-276
    • Amari, S.-I.1
  • 3
    • 0000913755 scopus 로고
    • Spatial interaction and the statistical analysis of lattice systems
    • Besag, J. (1974). Spatial interaction and the statistical analysis of lattice systems. Journal of the Royal Statistical Society B, 36(2):192-236
    • (1974) Journal of the Royal Statistical Society B , vol.36 , Issue.2 , pp. 192-236
    • Besag, J.1
  • 7
    • 0013344078 scopus 로고    scopus 로고
    • Training products of experts by minimizing contrastive divergence
    • Hinton, G. (2002). Training products of experts by minimizing contrastive divergence. Neural Computation, 14(8):1771-1800
    • (2002) Neural Computation , vol.14 , Issue.8 , pp. 1771-1800
    • Hinton, G.1
  • 9
    • 22044434800 scopus 로고    scopus 로고
    • Estimation of non-normalized statistical models using score matching
    • Hyvärinen, A. (2005). Estimation of non-normalized statistical models using score matching. Journal of Machine Learning Research, 6:695-709
    • (2005) Journal of Machine Learning Research , vol.6 , pp. 695-709
    • Hyvärinen, A.1
  • 11
    • 78149334300 scopus 로고    scopus 로고
    • A twolayer model of natural stimuli estimated with score matching
    • Köster, U. and Hyvärinen, A. (2010). A twolayer model of natural stimuli estimated with score matching. Neural Computation, 104
    • (2010) Neural Computation , vol.104
    • Köster, U.1    Hyvärinen, A.2
  • 13
    • 33644900506 scopus 로고    scopus 로고
    • Topographic product models applied to natural scene statistics
    • DOI 10.1162/089976606775093936
    • Osindero, S., Welling, M., and Hinton, G. E. (2006). Topographic product models applied to natural scene statistics. Neural Computation, 18(2):381-414 (Pubitemid 43543842)
    • (2006) Neural Computation , vol.18 , Issue.2 , pp. 381-414
    • Osindero, S.1    Welling, M.2    Hinton, G.E.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.