메뉴 건너뛰기




Volumn 2, Issue , 2007, Pages 524-531

Local and global sparse Gaussian process approximations

Author keywords

[No Author keywords available]

Indexed keywords

COMBINED APPROXIMATIONS; GAUSSIAN PROCESS; GAUSSIAN PROCESSES; GLOBAL APPROXIMATION; LARGE DATASETS; LOCAL APPROACHES; LOCAL EXPERTS; LOCAL REGRESSION; NATURAL EXTENSION; NON-PARAMETRIC MODEL; REAL WORLD DATA; TRAINING DATA;

EID: 79959259362     PISSN: 15324435     EISSN: 15337928     Source Type: Journal    
DOI: None     Document Type: Conference Paper
Times cited : (192)

References (12)
  • 1
    • 0038891993 scopus 로고    scopus 로고
    • Sparse online Gaussian processes
    • L. Csató and M. Opper. Sparse online Gaussian processes. Neural Comp., 14:641-668, 2002.
    • (2002) Neural Comp. , vol.14 , pp. 641-668
    • Csató, L.1    Opper, M.2
  • 3
    • 0021938963 scopus 로고
    • Clustering to minimize the maximum intercluster distance
    • T. Gonzales. Clustering to minimize the maximum intercluster distance. Theor. Comp. Sci., 38:293-306, 1985.
    • (1985) Theor. Comp. Sci , vol.38 , pp. 293-306
    • Gonzales, T.1
  • 4
    • 2342522500 scopus 로고
    • LOESS: Multivariate smoothing by moving least squares
    • Academic Press
    • E. Grosse. LOESS: Multivariate smoothing by moving least squares. In Approximation Theory VI, volume 1, pages 299-302. Academic Press, 1989.
    • (1989) Approximation Theory VI , vol.1 , pp. 299-302
    • Grosse, E.1
  • 6
    • 29144453489 scopus 로고    scopus 로고
    • A unifying view of sparse approximate Gaussian process regression
    • Dec
    • J. Quiñonero Candela and C. E. Rasmussen. A unifying view of sparse approximate Gaussian process regression. JMLR, 6:1939-1959, Dec 2005.
    • (2005) JMLR , vol.6 , pp. 1939-1959
    • Quiñonero Candela, J.1    Rasmussen, C.E.2
  • 7
    • 84896062664 scopus 로고    scopus 로고
    • Infinite mixtures of Gaussian process experts
    • MIT Press
    • C. E. Rasmussen and Z. Ghahramani. Infinite mixtures of Gaussian process experts. In NIPS 14. MIT Press, 2002.
    • (2002) NIPS , vol.14
    • Rasmussen, C.E.1    Ghahramani, Z.2
  • 9
    • 33745987673 scopus 로고    scopus 로고
    • Fast forward selection to speed up sparse Gaussian process regression
    • M. Seeger, C. K. I. Williams, and N. D. Lawrence. Fast forward selection to speed up sparse Gaussian process regression. In AISTATS 9, 2003.
    • (2003) AISTATS , vol.9
    • Seeger, M.1    Williams, C.K.I.2    Lawrence, N.D.3
  • 10
    • 84864038646 scopus 로고    scopus 로고
    • Sparse Gaussian processes using pseudo-inputs
    • MIT press
    • E. Snelson and Z. Ghahramani. Sparse Gaussian processes using pseudo-inputs. In NIPS 18, pages 1257-1264. MIT press, 2006.
    • (2006) NIPS , vol.18 , pp. 1257-1264
    • Snelson, E.1    Ghahramani, Z.2
  • 11
    • 0034320395 scopus 로고    scopus 로고
    • A Bayesian committee machine
    • V. Tresp. A Bayesian committee machine. Neural Computation, 12:2719-2741, 2000.
    • (2000) Neural Computation , vol.12 , pp. 2719-2741
    • Tresp, V.1
  • 12
    • 84898938795 scopus 로고    scopus 로고
    • Efficient kernel machines using the improved fast gauss transform
    • MIT Press
    • C. Yang, R. Duraiswami, and L. Davis. Efficient kernel machines using the improved fast gauss transform. In NIPS 17, pages 1561-1568. MIT Press, 2005.
    • (2005) NIPS , vol.17 , pp. 1561-1568
    • Yang, C.1    Duraiswami, R.2    Davis, L.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.