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Volumn , Issue , 2014, Pages 8302-8306

A quasi-Newton method for large scale support vector machines

Author keywords

[No Author keywords available]

Indexed keywords

CONVERGENCE OF NUMERICAL METHODS; NEWTON-RAPHSON METHOD; SIGNAL PROCESSING; STOCHASTIC SYSTEMS;

EID: 84905252681     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2014.6855220     Document Type: Conference Paper
Times cited : (11)

References (16)
  • 1
    • 84904136037 scopus 로고    scopus 로고
    • Large-scale machine learning with stochastic gradient descent
    • Physica-Verlag HD
    • L. Bottou, "Large-scale machine learning with stochastic gradient descent, " In Proceedings of COMPSTAT'2010, pp. 177-186, Physica-Verlag HD, 2010.
    • (2010) Proceedings of COMPSTAT'2010 , pp. 177-186
    • Bottou, L.1
  • 5
    • 0000302437 scopus 로고
    • On the local and superlinear convergence of quasi-newton methods
    • June
    • C. G. Broyden, J. E. Du Jr., Wang, and J. J. More, "On the local and superlinear convergence of quasi-newton methods, " IMA J. Appl. Math, vol. 12, no. 3, pp. 223-245, June 1973.
    • (1973) IMA J. Appl. Math , vol.12 , Issue.3 , pp. 223-245
    • Broyden, C.G.1    Du Jr., J.E.2    Wang3    More, J.J.4
  • 7
    • 0023427318 scopus 로고
    • Global convergence of a class of quasi-newton methods on convex problems
    • October
    • R. H. Byrd, J. Nocedal, and Y. Yuan, "Global convergence of a class of quasi-newton methods on convex problems, " SIAM J. Numer. Anal., vol. 24, no. 5, pp. 1171-1190, October 1987.
    • (1987) SIAM J. Numer. Anal. , vol.24 , Issue.5 , pp. 1171-1190
    • Byrd, R.H.1    Nocedal, J.2    Yuan, Y.3
  • 15
    • 84966259557 scopus 로고
    • A characterization of super linear convergence and its application to quasi-newton methods
    • J. J. E. Dennis and J. J. More, "A characterization of super linear convergence and its application to quasi-newton methods, " Mathematics of computation, vol. 28, no. 126, pp. 549-560, 1974.
    • (1974) Mathematics of Computation , vol.28 , Issue.126 , pp. 549-560
    • Dennis, J.J.E.1    More, J.J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.