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Volumn , Issue , 2012, Pages 79-84

Learning geometric combinations of Gaussian kernels with alternating quasi-Newton algorithm

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; ARTIFICIAL INTELLIGENCE; GAUSSIAN DISTRIBUTION; LEARNING SYSTEMS; NEURAL NETWORKS;

EID: 84947708083     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (5)

References (8)
  • 1
    • 14344252374 scopus 로고    scopus 로고
    • Multiple kernel learning, conic duality, and the smo algorithm
    • Francis R. Bach and Gert R. G. Lanckriet. Multiple kernel learning, conic duality, and the smo algorithm. In Proceedings of the 21st ICML, 2004.
    • (2004) Proceedings of the 21St ICML
    • Bach, F.R.1    Lanckriet, G.R.G.2
  • 2
  • 5
    • 71149100224 scopus 로고    scopus 로고
    • More generality in efficient multiple kernel learning
    • New York, NY, USA
    • Manik Varma and Bodla Rakesh Babu. More generality in efficient multiple kernel learning. In Proceedings of the 26th ICML, ICML’09, pages 1065–1072, New York, NY, USA, 2009.
    • (2009) Proceedings of the 26Th ICML, ICML’09 , pp. 1065-1072
    • Varma, M.1    Babu, B.R.2
  • 6
    • 77953812676 scopus 로고    scopus 로고
    • Maximum likelihood model selection for 1-norm soft margin svms with multiple parameters
    • T. Glasmachers and C. Igel. Maximum likelihood model selection for 1-norm soft margin svms with multiple parameters. IEEE Transactions on PAMI, 32(8):1522–1528, 2010.
    • (2010) IEEE Transactions on PAMI , vol.32 , Issue.8 , pp. 1522-1528
    • Glasmachers, T.1    Igel, C.2
  • 7
    • 25444522689 scopus 로고    scopus 로고
    • Fast kernel classifiers with online and active learning
    • September
    • Antoine Bordes, Seyda Ertekin, Jason Weston, and Léon Bottou. Fast kernel classifiers with online and active learning. JMLR, 6:1579–1619, September 2005.
    • (2005) JMLR , vol.6 , pp. 1579-1619
    • Bordes, A.1    Ertekin, S.2    Weston, J.3    Bottou, L.4
  • 8
    • 68949096711 scopus 로고    scopus 로고
    • Sgd-qn: Careful quasi-newton stochastic gradient descent
    • July
    • Antoine Bordes, Léon Bottou, and Patrick Gallinari. Sgd-qn: Careful quasi-newton stochastic gradient descent. JMLR, 10:1737–1754, July 2009.
    • (2009) JMLR , vol.10 , pp. 1737-1754
    • Bordes, A.1    Bottou, L.2    Gallinari, P.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.