메뉴 건너뛰기




Volumn , Issue , 2005, Pages 1225-1232

Fast Gaussian process regression using kd-trees

Author keywords

[No Author keywords available]

Indexed keywords

FAST APPROXIMATION; GAUSSIAN PROCESS REGRESSION; K-D TREE; LARGE DATASETS; TRAINING EXAMPLE;

EID: 48149106974     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (83)

References (20)
  • 3
    • 0038891993 scopus 로고    scopus 로고
    • Sparse on-line Gaussian processes
    • Lehel Csató and Manfred Opper. Sparse on-line Gaussian processes. Neural Computation, 14:641-668, 2002.
    • (2002) Neural Computation , vol.14 , pp. 641-668
    • Csató, L.1    Opper, M.2
  • 7
    • 84899027721 scopus 로고    scopus 로고
    • N-body problems in statistical learning
    • Alexander Gray and Andrew Moore. N-body problems in statistical learning. In Advances in NIPS 13, 2001.
    • (2001) Advances in NIPS , vol.13
    • Gray, A.1    Moore, A.2
  • 8
    • 80053225881 scopus 로고    scopus 로고
    • Fast sparse Gaussian process methods: The informative vector machine
    • N. D. Lawrence, M. Seeger, and R. Herbrich. Fast sparse Gaussian process methods: The informative vector machine. In Advances in NIPS 15, pages 609-616, 2003.
    • (2003) Advances in NIPS , vol.15 , pp. 609-616
    • Lawrence, N.D.1    Seeger, M.2    Herbrich, R.3
  • 11
    • 0013111818 scopus 로고
    • Five balltree construction algorithms
    • International Computer Science Institute
    • Stephen M. Omohundro. Five balltree construction algorithms. Technical Report TR-89-063, International Computer Science Institute, 1989.
    • (1989) Technical Report TR-89-063
    • Omohundro, S.M.1
  • 12
    • 0031554144 scopus 로고    scopus 로고
    • Sparse spatial autoregressions
    • May 5
    • R. Kelley Pace and Ronald Barry. Sparse spatial autoregressions. Statistics and Probability Letters, 33(3):291-297, May 5 1997.
    • (1997) Statistics and Probability Letters , vol.33 , Issue.3 , pp. 291-297
    • Pace, R.K.1    Barry, R.2
  • 16
    • 12444291490 scopus 로고    scopus 로고
    • Gaussian processes for machine learning
    • M. Seeger. Gaussian processes for machine learning. International Journal of Neural Systems, 14(2):69-106, 2004.
    • (2004) International Journal of Neural Systems , vol.14 , Issue.2 , pp. 69-106
    • Seeger, M.1
  • 18
    • 0001224048 scopus 로고    scopus 로고
    • Sparse Bayesian learning and the relevance vector machine
    • Michael Tipping. Sparse Bayesian learning and the relevance vector machine. Journal of Machine Learning Research, 1:211-244, 2001.
    • (2001) Journal of Machine Learning Research , vol.1 , pp. 211-244
    • Tipping, M.1
  • 20
    • 84898938795 scopus 로고    scopus 로고
    • Efficient kernel machines using the improved fast Gauss transform
    • C. Yang, R. Duraiswami, and L. Davis. Efficient kernel machines using the improved fast Gauss transform. In Advances in NIPS 17, pages 1561-1568, 2005.
    • (2005) Advances in NIPS , vol.17 , pp. 1561-1568
    • Yang, C.1    Duraiswami, R.2    Davis, L.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.