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Volumn 141, Issue 2, 1998, Pages 85-118

General Bounds on Statistical Query Learning and PAC Learning with Noise via Hypothesis Boosting

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Indexed keywords


EID: 0346398224     PISSN: 08905401     EISSN: None     Source Type: Journal    
DOI: 10.1006/inco.1998.2664     Document Type: Article
Times cited : (22)

References (21)
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    • Aslam, J., and Decatur, S. (1995), Specification and simulation of statistical query algorithms for efficiency and noise tolerance, in "Proceedings of the Eighth Annual ACM Workshop on Computational Learning Theory," ACM Press, July. J. Comput. System Sci., to appear.
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  • 10
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    • An improved boosting algorithm and its implications on learning complexity
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    • Freund, Y. (1992), An improved boosting algorithm and its implications on learning complexity, in "Proceedings of the Fifth Annual ACM Workshop on Computational Learning Theory," pp. 391-398, Assoc. Comput. Mach. Press.
    • (1992) Proceedings of the Fifth Annual ACM Workshop on Computational Learning Theory , pp. 391-398
    • Freund, Y.1
  • 15
    • 0003460706 scopus 로고
    • Kluwer international series in engineering and computer science, Kluwer Academic, Boston
    • Laird, P. D. (1988), "Learning from Good and Bad Data," Kluwer international series in engineering and computer science, Kluwer Academic, Boston.
    • (1988) Learning from Good and Bad Data
    • Laird, P.D.1
  • 16
    • 0346776750 scopus 로고
    • Ph.D. thesis, Tokyo Institute of Technology, Oct. International Institute for Advanced Study of Social Information Science, Fujitsu Laboratories Ltd, Research Report IIAS-RR-91-22E
    • Sakakibara, Y. (1991), "Algorithmic Learning of Formal Languages and Decision Trees," Ph.D. thesis, Tokyo Institute of Technology, Oct. International Institute for Advanced Study of Social Information Science, Fujitsu Laboratories Ltd, Research Report IIAS-RR-91-22E.
    • (1991) Algorithmic Learning of Formal Languages and Decision Trees
    • Sakakibara, Y.1
  • 17
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  • 18
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    • The strength of weak learnability
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  • 20
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    • A theory of the learnable
    • Valiant, L. (1984), A theory of the learnable, Comm. ACM 21 (11), 1134-1142.
    • (1984) Comm. ACM , vol.21 , Issue.11 , pp. 1134-1142
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  • 21
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    • On the uniform convergence of relative frequencies of events to their probabilities
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* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.