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Volumn 5863 LNCS, Issue PART 1, 2009, Pages 433-440

Learning Gaussian process models from uncertain data

Author keywords

Dynamical Systems; Gaussian Processes; Noisy Inputs

Indexed keywords

COVARIANCE FUNCTION; GAUSSIAN PROCESS MODELS; GAUSSIAN PROCESS PRIORS; GAUSSIAN PROCESSES; GAUSSIANS; LEARNING TASKS; MEAN SQUARED ERROR; POSTERIOR DISTRIBUTIONS; SYNTHETIC PROBLEM; UNCERTAIN DATAS;

EID: 76649101421     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-10677-4_49     Document Type: Conference Paper
Times cited : (29)

References (12)
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    • Golub, G.1    Loan, C.V.2
  • 3
    • 0001551844 scopus 로고
    • Supervised learning from incomplete data via an EM approach
    • Ghahramani, Z., Jordan, M.I.: Supervised learning from incomplete data via an EM approach. In: NIPS, pp. 120-127 (1993)
    • (1993) NIPS , pp. 120-127
    • Ghahramani, Z.1    Jordan, M.I.2
  • 4
    • 0000684508 scopus 로고
    • Training Neural Networks with Deficient Data
    • Tresp, V., Ahmad, S., Neuneier, R.: Training Neural Networks with Deficient Data. In: NIPS, pp. 128-135 (1993)
    • (1993) NIPS , pp. 128-135
    • Tresp, V.1    Ahmad, S.2    Neuneier, R.3
  • 8
    • 85156265576 scopus 로고    scopus 로고
    • Gaussian Process Priors with Uncertain Inputs - Application to Multiple-Step Ahead Time Series Forecasting
    • Girard, A., Rasmussen, C.E., Quiñonero-Candela, J., Murray-Smith, R.: Gaussian Process Priors with Uncertain Inputs - Application to Multiple-Step Ahead Time Series Forecasting. In: NIPS, pp. 529-536 (2002)
    • (2002) NIPS , pp. 529-536
    • Girard, A.1    Rasmussen, C.E.2    Quiñonero-Candela, J.3    Murray-Smith, R.4
  • 9
    • 76649091717 scopus 로고    scopus 로고
    • Correct Equations for the Dynamics of the Cart-pole System
    • Technical report, Center for Cognitive and Neural Studies
    • Florian, R.: Correct Equations for the Dynamics of the Cart-pole System. Technical report, Center for Cognitive and Neural Studies (2007)
    • (2007)
    • Florian, R.1
  • 11
    • 85162000799 scopus 로고    scopus 로고
    • Topmoumoute Online Natural Gradient Algorithm
    • Roux, N.L., Manzagol, P.A., Bengio, Y.: Topmoumoute Online Natural Gradient Algorithm. In: NIPS, pp. 849-856 (2008)
    • (2008) NIPS , pp. 849-856
    • Roux, N.L.1    Manzagol, P.A.2    Bengio, Y.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.