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Volumn 50, Issue 1, 1995, Pages 74-86

Characterizations of learnability for classes of (0, …, n)-valued functions

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATION THEORY; COMPUTATIONAL COMPLEXITY; ENCODING (SYMBOLS); FUNCTIONS; GRAPH THEORY; MATHEMATICAL MODELS; SET THEORY;

EID: 0029252255     PISSN: 00220000     EISSN: 10902724     Source Type: Journal    
DOI: 10.1006/jcss.1995.1008     Document Type: Article
Times cited : (101)

References (19)
  • 1
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    • On the density of sets of vectors
    • N. Alon. On the density of sets of vectors. Discrete Math. 24 (1983), 177-184.
    • (1983) Discrete Math , vol.24 , pp. 177-184
    • Alon, N.1
  • 2
    • 38249031000 scopus 로고
    • A forbidden configuration theorem of Alon
    • R. P. Anstee, A forbidden configuration theorem of Alon, J. Combin. Theory Ser. A 47 (1988), 16-27.
    • (1988) J. Combin. Theory Ser. A , vol.47 , pp. 16-27
    • Anstee, R.P.1
  • 5
    • 0001605679 scopus 로고
    • Universal Donsker classes and metric entropy
    • R. M. Dudley, Universal Donsker classes and metric entropy, Ann. Probab. 15. No. 4 (1987), 1306-1326.
    • (1987) Ann. Probab , vol.15 , Issue.4 , pp. 1306-1326
    • Dudley, R.M.1
  • 6
    • 0024739191 scopus 로고
    • A general lower bound on the number of examples needed for learning
    • A. Ehrenfeucht, D. Haussler, M. Kearns, and L. G. Valiant. A general lower bound on the number of examples needed for learning. Inform, and Comput. 82, No. 3 (1989). 247-251.
    • (1989) Inform, and Comput , vol.82 , Issue.3 , pp. 247-251
    • Ehrenfeucht, A.1    Haussler, D.2    Kearns, M.3    Valiant, L.G.4
  • 7
    • 0002192516 scopus 로고
    • Decision theoretic generalizations of the PAC model for neural net and other learning applications
    • D. Haussler, Decision theoretic generalizations of the PAC model for neural net and other learning applications. Inform, and Comput. 100 (1992), 78-150.
    • (1992) Inform, and Comput , vol.100 , pp. 78-150
    • Haussler, D.1
  • 9
    • 0013247584 scopus 로고
    • Coordinate density of sets of vectors
    • M. G. Karpovsky and V. D. Milman, Coordinate density of sets of vectors. Discrete Math. 24 (1978), 177-184.
    • (1978) Discrete Math , vol.24 , pp. 177-184
    • Karpovsky, M.G.1    Milman, V.D.2
  • 10
    • 0000378526 scopus 로고
    • On learning sets and functions
    • B. K. Natarajan, On learning sets and functions, Mach. Learning 4 (1989). 67-97.
    • (1989) Mach. Learning , vol.4 , pp. 67-97
    • Natarajan, B.K.1
  • 15
    • 0041525684 scopus 로고
    • Existence of submatrices with all possible columns
    • J. M. Steele, Existence of submatrices with all possible columns. J. Combin. Theory Ser. A 24 (1978), 84-88.
    • (1978) J. Combin. Theory Ser. A , vol.24 , pp. 84-88
    • Steele, J.M.1
  • 16
    • 0021518106 scopus 로고
    • A theory of the learnable
    • L. Valiant, A theory of the learnable. Comm. ACM 27, No. 11 (1984), 1134-1142.
    • (1984) Comm. ACM , vol.27 , Issue.11 , pp. 1134-1142
    • Valiant, L.1
  • 19
    • 0001024505 scopus 로고
    • On the uniform convergence of relative frequencies of events to their probabilities
    • V. N. Vapnik and A. Y. Chervonenkis, On the uniform convergence of relative frequencies of events to their probabilities. Theory Probab. Appl. 16, No. 2 (1971), 264-280.
    • (1971) Theory Probab. Appl , vol.16 , Issue.2 , pp. 264-280
    • Vapnik, V.N.1    Chervonenkis, A.Y.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.