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Volumn 185, Issue 1, 1997, Pages 159-175

Learning nested differences in the presence of malicious noise

Author keywords

[No Author keywords available]

Indexed keywords

EQUIVALENCE CLASSES; FORMAL LOGIC; LEARNING SYSTEMS;

EID: 0346044653     PISSN: 03043975     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0304-3975(97)00019-4     Document Type: Article
Times cited : (20)

References (18)
  • 1
    • 0000710299 scopus 로고
    • Queries and concept learning
    • D. Angluin, Queries and concept learning, Machine Learning 2(4) (1988) 319-342.
    • (1988) Machine Learning , vol.2 , Issue.4 , pp. 319-342
    • Angluin, D.1
  • 3
    • 0346963421 scopus 로고
    • Specification and simulation of statistical query algorithms for efficiency and noise tolerance
    • ACM Press, New York, NY
    • J.A. Aslam, S.E. Decatur, Specification and simulation of statistical query algorithms for efficiency and noise tolerance, in Proc. 8th Ann. Conf. on Comput. Learning Theory, ACM Press, New York, NY, 1995, pp. 437-446.
    • (1995) Proc. 8th Ann. Conf. on Comput. Learning Theory , pp. 437-446
    • Aslam, J.A.1    Decatur, S.E.2
  • 4
    • 0027883936 scopus 로고
    • On-line learning of rectangles in noisy environments
    • ACM Press, New York, NY
    • P. Auer, On-line learning of rectangles in noisy environments, in: Proc. 6th Ann. ACM Conf. on Computational Learning Theory, ACM Press, New York, NY, 1993, pp. 253-261.
    • (1993) Proc. 6th Ann. ACM Conf. on Computational Learning Theory , pp. 253-261
    • Auer, P.1
  • 5
    • 0346333567 scopus 로고    scopus 로고
    • On-line learning with malicious noise and the closure algorithm
    • S. Arikawa, K.P. Jantke, (eds.,) Algorithmic Learnung Theory, AII'94, ALT'94, Springer, Berlin
    • P. Auer, N. Cesa-Bianchi, On-line learning with malicious noise and the closure algorithm, in: S. Arikawa, K.P. Jantke, (eds.,) Algorithmic Learnung Theory, AII'94, ALT'94, Lecture Notes in Artificial Intelligence, Vol. 872, Springer, Berlin 1994, pp. 229-247. The journal version was accepted for publication in Ann. Math. Artificial Intelligence.
    • (1994) Lecture Notes in Artificial Intelligence , vol.872 , pp. 229-247
    • Auer, P.1    Cesa-Bianchi, N.2
  • 6
    • 0346333567 scopus 로고    scopus 로고
    • The journal version was accepted for publication in
    • P. Auer, N. Cesa-Bianchi, On-line learning with malicious noise and the closure algorithm, in: S. Arikawa, K.P. Jantke, (eds.,) Algorithmic Learnung Theory, AII'94, ALT'94, Lecture Notes in Artificial Intelligence, Vol. 872, Springer, Berlin 1994, pp. 229-247. The journal version was accepted for publication in Ann. Math. Artificial Intelligence.
    • Ann. Math. Artificial Intelligence
  • 7
  • 8
    • 43949159818 scopus 로고
    • Predicting {0,1} functions on randomly drawn points
    • Was in FOCS88, COLT88, and Univ. of California at Santa Cruz TR UCSC-CRL-90-54
    • D. Haussler, N. Littlestone, M.K. Warmuth, Predicting {0,1} functions on randomly drawn points, Inform, and Comput., 115(2): (1994) 284-293. Was in FOCS88, COLT88, and Univ. of California at Santa Cruz TR UCSC-CRL-90-54.
    • (1994) Inform, and Comput. , vol.115 , Issue.2 , pp. 284-293
    • Haussler, D.1    Littlestone, N.2    Warmuth, M.K.3
  • 9
    • 0025446773 scopus 로고
    • Learning nested differences of intersection closed concept classes
    • D. Helmbold, R. Sloan, M.K. Warmuth, Learning nested differences of intersection closed concept classes, Machine Learning, 5(2) (1990) 165-196. Special Issue on Computational Learning Theory; first appeared in 2nd COLT Conf., 1989.
    • (1990) Machine Learning , vol.5 , Issue.2 , pp. 165-196
    • Helmbold, D.1    Sloan, R.2    Warmuth, M.K.3
  • 12
    • 0027188175 scopus 로고
    • Efficient noise-tolerant learning from statistical queries
    • ACM Press, New York, NY
    • M. Kearns, Efficient noise-tolerant learning from statistical queries, in: Proc. 25th Ann. ACM Symp. Theory Comput., ACM Press, New York, NY, 1993, pp. 392-401.
    • (1993) Proc. 25th Ann. ACM Symp. Theory Comput. , pp. 392-401
    • Kearns, M.1
  • 13
    • 0027640858 scopus 로고
    • Learning in the presence of malicious errors
    • M. Kearns, M. Li, Learning in the presence of malicious errors, SIAM J. Comput. 22 (1993) 807-837.
    • (1993) SIAM J. Comput. , vol.22 , pp. 807-837
    • Kearns, M.1    Li, M.2
  • 15
    • 34250091945 scopus 로고
    • Learning quickly when irrelevant attributes abound: A new linear-threshold algorithm
    • N. Littlestone, Learning quickly when irrelevant attributes abound: a new linear-threshold algorithm. Machine Learning 2 (1988) 285-318.
    • (1988) Machine Learning , vol.2 , pp. 285-318
    • Littlestone, N.1
  • 17
    • 0021518106 scopus 로고
    • A theory of the learnable
    • L.G. Valiant, A theory of the learnable, Comm. ACM 27(11) (1984) 1134-1142.
    • (1984) Comm. ACM , vol.27 , Issue.11 , pp. 1134-1142
    • Valiant, L.G.1
  • 18
    • 0001024505 scopus 로고
    • On the uniform convergence of relative frequencies of events to their probabilities
    • V.N. Vapnik, A.Y. Chervonenkis, On the uniform convergence of relative frequencies of events to their probabilities, Theory Probab. Appl. 16 (1971) 264-280.
    • (1971) Theory Probab. Appl. , vol.16 , pp. 264-280
    • Vapnik, V.N.1    Chervonenkis, A.Y.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.