메뉴 건너뛰기




Volumn 2225, Issue , 2001, Pages 119-134

A random sampling technique for training support vector machines: For primal-form maximal-margin classifiers

Author keywords

[No Author keywords available]

Indexed keywords

COMBINATORIAL OPTIMIZATION;

EID: 84948134477     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-45583-3_11     Document Type: Conference Paper
Times cited : (50)

References (14)
  • 1
    • 33745768671 scopus 로고
    • A randomized scheme for speeding up algorithms for linear and convex programming with high constraints-to-variable ratio
    • I. Adler and R. Shamir, A randomized scheme for speeding up algorithms for linear and convex programming with high constraints-to-variable ratio, Math. Programming 61, 39−52, 1993.
    • (1993) Math. Programming , vol.61 , pp. 39-52
    • Adler, I.1    Shamir, R.2
  • 6
    • 0035506741 scopus 로고    scopus 로고
    • On the convergence of the decomposition method for support vector machines
    • to appear
    • C.J. Lin, On the convergence of the decomposition method for support vector machines, IEEE Trans. on Neural Networks, 2001, to appear.
    • (2001) IEEE Trans. On Neural Networks
    • Lin, C.J.1
  • 7
    • 0029274566 scopus 로고
    • Las Vegas algorithms for linear and integer programming
    • K.L. Clarkson, Las Vegas algorithms for linear and integer programming, J.ACM 42, 488−499, 1995.
    • (1995) J.ACM , vol.42 , pp. 488-499
    • Clarkson, K.L.1
  • 8
    • 34249753618 scopus 로고
    • Support-vector networks
    • C. Cortes and V. Vapnik, Support-vector networks, Machine Learning 20, 273−297, 1995.
    • (1995) Machine Learning , vol.20 , pp. 273-297
    • Cortes, C.1    Vapnik, V.2
  • 10
    • 78149344804 scopus 로고    scopus 로고
    • A simple sampling lemma: Analysis and applications in geometric optimization
    • to appear
    • B. Gärtner and E. Welzl, A simple sampling lemma: Analysis and applications in geometric optimization, Discr. Comput. Geometry, 2000, to appear.
    • (2000) Discr. Comput. Geometry
    • Gärtner, B.1    Welzl, E.2
  • 13
    • 0003120218 scopus 로고    scopus 로고
    • Fast training of support vector machines using sequential minimal optimization
    • (B. Scholkopf, C.J.C. Burges, and A.J. Smola, eds.), MIT Press
    • J. Platt, Fast training of support vector machines using sequential minimal optimization, in Advances in Kernel Methods-Support Vector Learning (B. Scholkopf, C.J.C. Burges, and A.J. Smola, eds.), MIT Press, 185-208, 1999.
    • (1999) Advances in Kernel Methods-Support Vector Learning , pp. 185-208
    • Platt, J.1
  • 14
    • 0003401675 scopus 로고    scopus 로고
    • NeuroCOLT Technical Report NC-TR-98-030, Royal Holloway College, University of London
    • A.J. Smola and B. Scholkopf, A tutorial on support vector regression, NeuroCOLT Technical Report NC-TR-98-030, Royal Holloway College, University of London, 1998.
    • (1998) A Tutorial on Support Vector Regression
    • Smola, A.J.1    Scholkopf, B.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.