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Volumn 3559 LNAI, Issue , 2005, Pages 249-263

Analysis of perceptron-based active learning

Author keywords

[No Author keywords available]

Indexed keywords

ERROR ANALYSIS; LEARNING ALGORITHMS; NEURAL NETWORKS; PROBLEM SOLVING;

EID: 26944439047     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11503415_17     Document Type: Conference Paper
Times cited : (101)

References (12)
  • 2
    • 0000750020 scopus 로고    scopus 로고
    • The perceptron algorithm is fast for nonmalicious distributions
    • E. B. Baum. The perceptron algorithm is fast for nonmalicious distributions. Neural Computation, 2:248-260, 1997.
    • (1997) Neural Computation , vol.2 , pp. 248-260
    • Baum, E.B.1
  • 7
    • 0031209604 scopus 로고    scopus 로고
    • Selective sampling using the query by committee algorithm
    • Y. Freund, H. S. Seung, E. Shamir, and N. Tishby. Selective sampling using the query by committee algorithm. Machine Learning, 28(2-3):133-168, 1997.
    • (1997) Machine Learning , vol.28 , Issue.2-3 , pp. 133-168
    • Freund, Y.1    Seung, H.S.2    Shamir, E.3    Tishby, N.4
  • 8
    • 26944468913 scopus 로고    scopus 로고
    • Kernel query by committee (KQBC)
    • Leibniz Center, the Hebrew University
    • R. Gilad-Bachrach, A. Navot, and N. Tishby. Kernel query by committee (KQBC). Technical Report 2003-88, Leibniz Center, the Hebrew University, 2003.
    • (2003) Technical Report , vol.2003 , Issue.88
    • Gilad-Bachrach, R.1    Navot, A.2    Tishby, N.3
  • 10
    • 0029403808 scopus 로고
    • On the sample complexity of PAC learning halfspaces against the uniform distribution
    • P. M. Long. On the sample complexity of PAC learning halfspaces against the uniform distribution. IEEE Transactions on Neural Networks, 6(6):1556-1559, 1995.
    • (1995) IEEE Transactions on Neural Networks , vol.6 , Issue.6 , pp. 1556-1559
    • Long, P.M.1
  • 11
    • 0042092042 scopus 로고    scopus 로고
    • An upper bound on the sample complexity of PAC learning halfspaces with respect to the uniform distribution
    • P. M. Long. An upper bound on the sample complexity of PAC learning halfspaces with respect to the uniform distribution. Information Processing Letters, 87(5):229-23, 2003.
    • (2003) Information Processing Letters , vol.87 , Issue.5 , pp. 229-323
    • Long, P.M.1
  • 12
    • 0033280387 scopus 로고    scopus 로고
    • On PAC learning using winnow, perceptron, and a perceptron-like algorithm
    • R. A. Servedio. On PAC learning using winnow, perceptron, and a perceptron-like algorithm. In Computational Learning Theory, pages 296-307, 1999.
    • (1999) Computational Learning Theory , pp. 296-307
    • Servedio, R.A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.