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Volumn 227, Issue , 2007, Pages 353-360

A bound on the label complexity of agnostic active learning

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL COMPLEXITY; FUNCTION EVALUATION; MATHEMATICAL MODELS;

EID: 34547983474     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1273496.1273541     Document Type: Conference Paper
Times cited : (218)

References (10)
  • 5
    • 0002192516 scopus 로고
    • Decision theoretic generalizations of the PAC model for neural net and other learning applications
    • Haussler, D. (1992). Decision theoretic generalizations of the PAC model for neural net and other learning applications. Information and Computation, 100, 78-150.
    • (1992) Information and Computation , vol.100 , pp. 78-150
    • Haussler, D.1
  • 7
    • 33747078939 scopus 로고
    • On metric entropy, vapnik-chervonenkis dimension, and learnability for a class of distributions
    • CICS-P-160, Center for Intelligent Control Systems
    • Kulkarni, S. R. (1989). On metric entropy, vapnik-chervonenkis dimension, and learnability for a class of distributions (Technical Report CICS-P-160). Center for Intelligent Control Systems.
    • (1989) Technical Report
    • Kulkarni, S.R.1
  • 8
    • 0027582888 scopus 로고
    • Active learning using arbitrary binary valued queries
    • Kulkami, S. R., Mitter, S. K., & Tsitsiklis, J. N. (1993). Active learning using arbitrary binary valued queries. Machine Learning, 11, 23-35.
    • (1993) Machine Learning , vol.11 , pp. 23-35
    • Kulkami, S.R.1    Mitter, S.K.2    Tsitsiklis, J.N.3
  • 9
    • 0029403808 scopus 로고
    • On the sample complexity of PAC learning halfspaces against the uniform distribution
    • Long, P. M. (1995). On the sample complexity of PAC learning halfspaces against the uniform distribution. IEEE Transactions on Neural Networks, 6, 1556-1559.
    • (1995) IEEE Transactions on Neural Networks , vol.6 , pp. 1556-1559
    • Long, P.M.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.