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Volumn 3, Issue , 2013, Pages 1011-1016

Infinite mixtures of multivariate Gaussian processes

Author keywords

Dirichlet process; Gaussian process; Markov chain Monte Carlo; Multitask learning; Regression; Vector valued function

Indexed keywords

DIRICHLET PROCESS; GAUSSIAN PROCESSES; MARKOV CHAIN MONTE-CARLO; MULTITASK LEARNING; REGRESSION; VECTOR-VALUED FUNCTION;

EID: 84907278521     PISSN: 2160133X     EISSN: 21601348     Source Type: Conference Proceeding    
DOI: 10.1109/ICMLC.2013.6890744     Document Type: Conference Paper
Times cited : (25)

References (16)
  • 2
    • 79958135902 scopus 로고    scopus 로고
    • Variational inference for infinite mixtures of gaussian processes with applications to traffic fow prediction
    • S. Sun and X. Xu, "Variational inference for infinite mixtures of Gaussian processes with applications to traffic fow prediction", IEEE Transactions on Intelligent Transportation Systems, Vol. 12, No. 2, pp. 466-475, 2011.
    • (2011) IEEE Transactions on Intelligent Transportation Systems , vol.12 , Issue.2 , pp. 466-475
    • Sun, S.1    Xu, X.2
  • 3
    • 84870238942 scopus 로고    scopus 로고
    • Multitask multiclass support vector machines: Model and experiments
    • Y. Ji and S. Sun, "Multitask multiclass support vector machines: Model and experiments", Pattern Recognition, Vol. 46, No. 3, pp. 914-924, 2013.
    • (2013) Pattern Recognition , vol.46 , Issue.3 , pp. 914-924
    • Ji, Y.1    Sun, S.2
  • 6
    • 79960146318 scopus 로고    scopus 로고
    • Computationally efficient convolved multiple output gaussian processes
    • M. Alvarez and N. Lawrence, "Computationally efficient convolved multiple output Gaussian processes", Journal of Machine Learning Research, Vol. 12, pp. 1459-1500, 2011.
    • (2011) Journal of Machine Learning Research , vol.12 , pp. 1459-1500
    • Alvarez, M.1    Lawrence, N.2
  • 9
    • 77956217715 scopus 로고    scopus 로고
    • Dirichlet processes
    • Springer-Verlag, Berlin, Germany
    • Y. Teh, "Dirichlet processes", in Encyclopedia of Machine Learning, Springer-Verlag, Berlin, Germany, 2010.
    • (2010) Encyclopedia of Machine Learning
    • Teh, Y.1
  • 15
    • 0000708831 scopus 로고
    • Mixtures of dirichlet processes with applications to bayesian nonparametric problems
    • C. Antoniak, "Mixtures of Dirichlet processes with applications to Bayesian nonparametric problems", Annals of Statistics, Vol. 2, No. 6, pp. 1152-1174, 1974.
    • (1974) Annals of Statistics , vol.2 , Issue.6 , pp. 1152-1174
    • Antoniak, C.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.