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Volumn , Issue , 2011, Pages

Variational Gaussian process dynamical systems

Author keywords

[No Author keywords available]

Indexed keywords

GAUSSIAN DISTRIBUTION; GAUSSIAN NOISE (ELECTRONIC); GENE EXPRESSION; LEARNING SYSTEMS; PRINCIPAL COMPONENT ANALYSIS; VIDEO RECORDING;

EID: 85162388879     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (85)

References (15)
  • 1
    • 27844605876 scopus 로고    scopus 로고
    • Probabilistic non-linear principal component analysis with Gaussian process latent variable models
    • N. D. Lawrence, "Probabilistic non-linear principal component analysis with Gaussian process latent variable models," Journal of Machine Learning Research, vol. 6, pp. 1783-1816, 2005.
    • (2005) Journal of Machine Learning Research , vol.6 , pp. 1783-1816
    • Lawrence, N.D.1
  • 2
    • 84898980901 scopus 로고    scopus 로고
    • Gaussian process latent variable models for visualisation of high dimensional data
    • MIT Press
    • N. D. Lawrence, "Gaussian process latent variable models for visualisation of high dimensional data," in Advances in Neural Information Processing Systems, pp. 329-336, MIT Press, 2004.
    • (2004) Advances in Neural Information Processing Systems , pp. 329-336
    • Lawrence, N.D.1
  • 3
    • 84864069214 scopus 로고    scopus 로고
    • Gaussian process dynamical models
    • MIT Press
    • J. M. Wang, D. J. Fleet, and A. Hertzmann, "Gaussian process dynamical models," in NIPS, pp. 1441-1448, MIT Press, 2006.
    • (2006) NIPS , pp. 1441-1448
    • Wang, J.M.1    Fleet, D.J.2    Hertzmann, A.3
  • 6
    • 67650998865 scopus 로고    scopus 로고
    • GP-BayesFilters: Bayesian filtering using gaussian process prediction and observation models
    • July
    • J. Ko and D. Fox, "GP-BayesFilters: Bayesian filtering using Gaussian process prediction and observation models," Auton. Robots, vol. 27, pp. 75-90, July 2009.
    • (2009) Auton. Robots , vol.27 , pp. 75-90
    • Ko, J.1    Fox, D.2
  • 10
    • 0003319647 scopus 로고    scopus 로고
    • Introduction to gaussian processes
    • (C. M. Bishop, ed.), NATO ASI Series, Kluwer Academic Press
    • D. J. C. MacKay, "Introduction to Gaussian processes," in Neural Networks and Machine Learning (C. M. Bishop, ed.), NATO ASI Series, pp. 133-166, Kluwer Academic Press, 1998.
    • (1998) Neural Networks and Machine Learning , pp. 133-166
    • MacKay, D.J.C.1
  • 12
    • 63249135864 scopus 로고    scopus 로고
    • The variational gaussian approximation revisited
    • M. Opper and C. Archambeau, "The variational Gaussian approximation revisited," Neural Computation, vol. 21, no. 3, pp. 786-792, 2009.
    • (2009) Neural Computation , vol.21 , Issue.3 , pp. 786-792
    • Opper, M.1    Archambeau, C.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.