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Volumn 148, Issue , 2006, Pages 65-72

Agnostic active learning

Author keywords

[No Author keywords available]

Indexed keywords

FIXED DISTRIBUTION; LEARNING HOMOGENEOUS; LINEAR SEPARATORS;

EID: 34250716969     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1143844.1143853     Document Type: Conference Paper
Times cited : (123)

References (17)
  • 1
    • 0000710299 scopus 로고    scopus 로고
    • Queries and concept learning
    • Angluin, D. (1998). Queries and concept learning. Machine. Learning, 2, 319-342.
    • (1998) Machine. Learning , vol.2 , pp. 319-342
    • Angluin, D.1
  • 6
    • 0042466461 scopus 로고    scopus 로고
    • Learning monotone dnf from a teacher that almost does not answer membership queries
    • Bshouty, N. H., & Eiron, N. (2002). Learning monotone dnf from a teacher that almost does not answer membership queries. Journal of Machine Learning Research, 3, 49-57.
    • (2002) Journal of Machine Learning Research , vol.3 , pp. 49-57
    • Bshouty, N.H.1    Eiron, N.2
  • 9
    • 0028424239 scopus 로고
    • Improving generalzation with active learning
    • Cohen, D., Atlas, L., & Ladner, R. (1994). Improving generalzation with active learning. Machine Learning, 15(2), 201-221.
    • (1994) Machine Learning , vol.15 , Issue.2 , pp. 201-221
    • Cohen, D.1    Atlas, L.2    Ladner, R.3
  • 13
    • 33745762904 scopus 로고    scopus 로고
    • Analysis of perceptron-based active learning
    • Dasgupta, S., Kalai, A., & Monteleoni, C. (2005). Analysis of perceptron-based active learning. COLT.
    • (2005) COLT
    • Dasgupta, S.1    Kalai, A.2    Monteleoni, C.3
  • 15
    • 0031339159 scopus 로고    scopus 로고
    • An efficient membership-query algorithm for learning dnf with respect to the uniform distribution
    • Jackson, J. (1997). An efficient membership-query algorithm for learning dnf with respect to the uniform distribution. Journal of Computer and System Sciences, 55(3).
    • (1997) Journal of Computer and System Sciences , vol.55 , Issue.3
    • Jackson, J.1
  • 17
    • 0001024505 scopus 로고
    • On the uniform convergence of relative frequencies of events to their probabilities
    • Vapnik, V., & Chervonenkis, A. (1971). On the uniform convergence of relative frequencies of events to their probabilities. Theory of Probability and its Applications, 16(2), 264-280.
    • (1971) Theory of Probability and its Applications , vol.16 , Issue.2 , pp. 264-280
    • Vapnik, V.1    Chervonenkis, A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.