메뉴 건너뛰기




Volumn 2111, Issue , 2001, Pages 427-443

A leave-one-out cross validation bound for kernel methods with applications in learning

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATION THEORY; STATISTICAL METHODS;

EID: 84880171586     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-44581-1_28     Document Type: Conference Paper
Times cited : (15)

References (13)
  • 3
    • 14344256781 scopus 로고    scopus 로고
    • Relative expected instantaneous loss bounds
    • Jüergen Forster and Manfred Warmuth. Relative expected instantaneous loss bounds. In COLT 00, pages 90–99, 2000.
    • (2000) COLT 00 , pp. 90-99
    • Forster, J.1    Warmuth, M.2
  • 4
    • 0000885533 scopus 로고    scopus 로고
    • Relative loss bounds for temporaldifference learning
    • Jüergen Forster and Manfred Warmuth. Relative loss bounds for temporaldifference learning. In ICML00, pages 295–302, 2000.
    • (2000) ICML00 , pp. 295-302
    • Forster, J.1    Warmuth, M.2
  • 6
    • 0033566418 scopus 로고    scopus 로고
    • Algorithmic stability and sanity-check bounds for leave-one-out cross-validation
    • Michael Kearns and Dana Ron. Algorithmic stability and sanity-check bounds for leave-one-out cross-validation. Neural Computation, 11(6):1427–1453, 1999.
    • (1999) Neural Computation , vol.11 , Issue.6 , pp. 1427-1453
    • Kearns, M.1    Ron, D.2
  • 7
    • 0033460583 scopus 로고    scopus 로고
    • Approximation properties of zonal function networks using scattered data on the sphere
    • Radial basis functions and their applications
    • H. N. Mhaskar, F. J. Narcowich, and J. D. Ward. Approximation properties of zonal function networks using scattered data on the sphere. Adv. Comput. Math., 11(2-3):121–137, 1999. Radial basis functions and their applications.
    • (1999) Adv. Comput. Math. , vol.11 , Issue.2-3 , pp. 121-137
    • Mhaskar, H.N.1    Narcowich, F.J.2    Ward, J.D.3
  • 8
    • 22044448694 scopus 로고    scopus 로고
    • Stability results for scattered-data interpolation on Euclidean spheres
    • F. J. Narcowich, N. Sivakumar, and J. D. Ward. Stability results for scattered-data interpolation on Euclidean spheres. Adv. Comput. Math., 8(3):137–163, 1998.
    • (1998) Adv. Comput. Math. , vol.8 , Issue.3 , pp. 137-163
    • Narcowich, F.J.1    Sivakumar, N.2    Ward, J.D.3
  • 11
    • 0000764217 scopus 로고    scopus 로고
    • Error estimates for interpolation by compactly supported radial basis functions of minimal degree
    • Holger Wendland. Error estimates for interpolation by compactly supported radial basis functions of minimal degree. J. Approx. Theory, 93(2):258–272, 1998.
    • (1998) J. Approx. Theory , vol.93 , Issue.2 , pp. 258-272
    • Wendland, H.1
  • 12
    • 4644227178 scopus 로고    scopus 로고
    • Convergence of large margin separable linear classification
    • Tong Zhang. Convergence of large margin separable linear classification. In Advances in Neural Information Processing Systems 13, pages 357–363, 2001.
    • (2001) Advances in Neural Information Processing Systems , vol.13 , pp. 357-363
    • Zhang, T.1
  • 13
    • 84943256623 scopus 로고    scopus 로고
    • A sequential approximation bound for some sample-dependent convex optimization problems with applications in learning
    • Tong Zhang. A sequential approximation bound for some sample-dependent convex optimization problems with applications in learning. In COLT, 2001.
    • (2001) COLT
    • Zhang, T.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.