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Volumn , Issue , 2002, Pages 609-616

Fast Sparse Gaussian Process Methods: The Informative Vector Machine

Author keywords

[No Author keywords available]

Indexed keywords

BAYESIAN NETWORKS; GAUSSIAN DISTRIBUTION; GAUSSIAN NOISE (ELECTRONIC);

EID: 85156260506     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (112)

References (11)
  • 1
    • 0038891993 scopus 로고    scopus 로고
    • Sparse online Gaussian processes
    • Lehel Csató and Manfred Opper. Sparse online Gaussian processes. N. Comp., 14:641-668, 2002.
    • (2002) N. Comp , vol.14 , pp. 641-668
    • Csató, Lehel1    Opper, Manfred2
  • 5
    • 0034320350 scopus 로고    scopus 로고
    • Gaussian processes for classification: Mean field algorithms
    • Manfred Opper and Ole Winther. Gaussian processes for classification: Mean field algorithms. N. Comp., 12(11):2655-2684, 2000.
    • (2000) N. Comp , vol.12 , Issue.11 , pp. 2655-2684
    • Opper, Manfred1    Winther, Ole2
  • 6
    • 0003120218 scopus 로고    scopus 로고
    • Fast training of support vector machines using sequential minimal optimization
    • Schölkopf et. al., editor, pages
    • John C. Platt. Fast training of support vector machines using sequential minimal optimization. In Schölkopf et. al., editor, Advances in Kernel Methods, pages 185-208. 1998.
    • (1998) Advances in Kernel Methods , pp. 185-208
    • Platt, John C.1
  • 8
    • 84899000575 scopus 로고    scopus 로고
    • Sparse greedy Gaussian process regression
    • Alex Smola and Peter Bartlett. Sparse greedy Gaussian process regression. In Advances in NIPS 13, pages 619-625, 2001.
    • (2001) Advances in NIPS , vol.13 , pp. 619-625
    • Smola, Alex1    Bartlett, Peter2
  • 9
    • 0001224048 scopus 로고    scopus 로고
    • Sparse Bayesian learning and the relevance vector machine
    • Michael Tipping. Sparse Bayesian learning and the relevance vector machine. J. M. Learn. Res., 1:211-244, 2001.
    • (2001) J. M. Learn. Res , vol.1 , pp. 211-244
    • Tipping, Michael1
  • 10
    • 0034320395 scopus 로고    scopus 로고
    • A Bayesian committee machine
    • Volker Tresp. A Bayesian committee machine. N. Comp., 12(11):2719-2741, 2000.
    • (2000) N. Comp , vol.12 , Issue.11 , pp. 2719-2741
    • Tresp, Volker1
  • 11
    • 84899010839 scopus 로고    scopus 로고
    • Using the Nyström method to speed up kernel machines
    • Christopher K. I. Williams and Matthias Seeger. Using the Nyström method to speed up kernel machines. In Advances in NIPS 13, pages 682-688, 2001.
    • (2001) Advances in NIPS , vol.13 , pp. 682-688
    • Williams, Christopher K. I.1    Seeger, Matthias2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.