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Volumn 1572, Issue , 1999, Pages 230-240

Distribution-dependent vapnik-chervonenkis bounds

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATION THEORY;

EID: 2342631022     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-49097-3_18     Document Type: Conference Paper
Times cited : (17)

References (26)
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    • Alexander, K.: Probability Inequalities for Empirical Processes and a Law of the Iterated Logarithm. Annals of Probability 4 (1984) 1041-1067.
    • (1984) Annals of Probability , vol.4 , pp. 1041-1067
    • Alexander, K.1
  • 2
    • 84947735786 scopus 로고
    • Grandes Deviations
    • Hennequin, P.L, (ed.): Lecture Notes in Mathematics,. SpringerVerlag, Berlin Heidelberg New York
    • Azencott, R.: Grandes Deviations, in Hennequin, P. L. (ed.): Ecole d'Ete de Proba-bilites de Saint-Flour VIII-1978. Lecture Notes in Mathematics, Vol. 774. SpringerVerlag, Berlin Heidelberg New York (1978).
    • (1978) Ecole d'Ete de Proba-bilites de Saint-Flour VIII-1978 , vol.774
    • Azencott, R.1
  • 4
    • 0000539898 scopus 로고
    • How Tight Are the Vapnik-Chervonenkis Bounds?
    • Cohn, D., Tesauro, G.: How Tight Are the Vapnik-Chervonenkis Bounds? Neural Computation 4 (1992) 249-269.
    • (1992) Neural Computation , vol.4 , pp. 249-269
    • Cohn, D.1    Tesauro, G.2
  • 6
    • 0002457759 scopus 로고
    • Bounds for the Uniform Deviation of Empirical Measures
    • Devroye, L.: Bounds for the Uniform Deviation of Empirical Measures. Journal of Multivariate Analysis 12 (1982) 72-79.
    • (1982) Journal of Multivariate Analysis , vol.12 , pp. 72-79
    • Devroye, L.1
  • 8
    • 0000996139 scopus 로고
    • Sphere Packing Numbers for Subsets of the Boolean n-Cube with Bounded Vapnik-Chervonenkis Dimension
    • Haussler, D.: Sphere Packing Numbers for Subsets of the Boolean n-Cube with Bounded Vapnik-Chervonenkis Dimension. Journal of Combinatorial Theory, Series A 69 (1995) 217-232.
    • (1995) Journal of Combinatorial Theory, Series A , vol.69 , pp. 217-232
    • Haussler, D.1
  • 10
  • 13
    • 0013065395 scopus 로고
    • Improved Upper Bounds for Probabilities of Uniform Deviations
    • Lugosi, G.: Improved Upper Bounds for Probabilities of Uniform Deviations. Statistics and Probability Letters 25 (1995) 71-77.
    • (1995) Statistics and Probability Letters , vol.25 , pp. 71-77
    • Lugosi, G.1
  • 14
    • 0000539057 scopus 로고
    • Rates of Convergence in the Central Limit Theorem for Empirical Processes
    • Massart, P.: Rates of Convergence in the Central Limit Theorem for Empirical Processes. Annales de l'Institut Henri Poincare, Vol. 22, No. 4 (1986) 381-423.
    • (1986) Annales de l'Institut Henri Poincare , vol.22 , Issue.4 , pp. 381-423
    • Massart, P.1
  • 15
  • 19
    • 0001957366 scopus 로고
    • Sharper Bounds for Gaussian and Empirical Processes
    • Talagrand, M.: Sharper Bounds for Gaussian and Empirical Processes. The Annals of Probability, Vol. 22, No. 1 (1994) 28-76.
    • (1994) The Annals of Probability , vol.22 , Issue.1 , pp. 28-76
    • Talagrand, M.1
  • 21
    • 0001024505 scopus 로고
    • On the Uniform Convergence of Relative Frequencies of Events to their Probabilities
    • Vapnik, V. N., Chervonenkis, A. Ya.: On the Uniform Convergence of Relative Frequencies of Events to their Probabilities. Theory of Probability and its Applications, Vol. XVI, No. 2 (1971) 264-280.
    • (1971) Theory of Probability and its Applications , vol.16 , Issue.2 , pp. 264-280
    • Vapnik, V.N.1    Ya, C.A.2
  • 22
    • 0001954668 scopus 로고
    • Necessary and Sufficient Conditions for the Uniform Convergence of Means to their Expectations
    • Vapnik, V. N., Chervonenkis, A. Ya.: Necessary and Sufficient Conditions for the Uniform Convergence of Means to their Expectations. Theory of Probability and its Applications, Vol. XXVI, No. 3 (1981) 532-553.
    • (1981) Theory of Probability and its Applications , vol.26 , Issue.3 , pp. 532-553
    • Vapnik, V.N.1    Ya, C.A.2
  • 24
    • 0001205879 scopus 로고
    • Measuring the VC Dimension of a Learning Machine
    • Vapnik, V. N., Levin, E., Le Cun, Y.: Measuring the VC Dimension of a Learning Machine. Neural Computation 6 (1994) 851-876.
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    • Vapnik, V.N.1    Levin, E.2    Le Cun, Y.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.