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Volumn , Issue , 1990, Pages 314-326

Learning DNF under the uniform distribution in quasi-polynomial time

(1)  Verbeurgt, Karsten a  

a NONE

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Indexed keywords


EID: 49049103976     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1016/b978-1-55860-146-8.50027-8     Document Type: Conference Paper
Times cited : (80)

References (18)
  • 1
    • 85119642874 scopus 로고    scopus 로고
    • Blumer A., A. Ehrenfeucht, D. Haussler, M. Warmuth, “Learnability and the Vapnik Chervonenkis Dimension”, Tech Rep. UCSC-CRL-87- 20, 1987.
  • 2
    • 0000182415 scopus 로고
    • “A measure of asymptotic efficiency for tests of a hypothesis based on the sum of observations”
    • H. Chernoff “A measure of asymptotic efficiency for tests of a hypothesis based on the sum of observations” Annals of Mathematical Statistics 23 1952 493 509
    • (1952) Annals of Mathematical Statistics , vol.23 , pp. 493-509
    • Chernoff, H.1
  • 3
    • 0024082469 scopus 로고
    • “Quantifying Inductive Bias: AI Learning Algorithms and Valiant's Learning Framework”
    • D. Haussler “Quantifying Inductive Bias: AI Learning Algorithms and Valiant's Learning Framework” Artificial Intelligence 36 No. 2 Sept 1988
    • (1988) Artificial Intelligence , vol.36 , Issue.No. 2
    • Haussler, D.1
  • 4
    • 85119629314 scopus 로고    scopus 로고
    • Haussler D., M. Kearns, N. Littlestone, M.K. Warmuth, “Equivalence of Models for Polynomial Learnability”, In Proceedings of the 1988 Workshop on Computational Learning Theory , Morgan Kaufmann, San Mateo, CA, 1988.
  • 5
    • 85119634140 scopus 로고    scopus 로고
    • th Annual ACM Symposium on the Theory of Computation , Chicago, 1988, pp. 267–279.
  • 6
    • 85119636094 scopus 로고    scopus 로고
    • th Annual ACM Symposium on the Theory of Computation , New York, 1987, pp. 285–295.
  • 7
    • 85119639129 scopus 로고    scopus 로고
    • Kearns M., L. Pitt, “A Polynomial-time Algorithm for Learning k -variable Pattern Languages from Examples”, In Proceedings of the 1989 Workshop on Computational Learning Theory , Morgan Kaufmann, San Mateo, CA, 1989, pp. 57–71.
  • 8
    • 85119633503 scopus 로고    scopus 로고
    • Kearns M., L. G. Valiant, “Learning Boolean Formulae or Finite Automata is As Hard as Factoring”, Tech Report TR- 14–88, Aiken Computer Laboratory , Harvard University, 1988.
  • 9
    • 85119639665 scopus 로고    scopus 로고
    • th Annual IEEE Symposium on Foundations of Computer Science , 1989, pp. 574–579.
  • 10
    • 85119640905 scopus 로고    scopus 로고
    • th Annual Symposium on the Foundations of Computer Science , 1987, pp. 68–77.
  • 11
    • 85119630682 scopus 로고    scopus 로고
    • Littlestone N. “Mistake Bounds and Logarithmic Linear Threshold Learning Algorithms”, Tech. Rep. UCSC-CRL-89–11, UC Santa Cruz , 1989.
  • 12
    • 85119629594 scopus 로고    scopus 로고
    • Pagallo G., “Adaptive Decision Tree Algorithms For Learning From Examples”, PhD Thesis, University of California at Santa Cruz , Santa Cruz, California, June 1990.
  • 13
    • 85119643045 scopus 로고
    • L. Pitt L. Valiant “Computational Limits on Learning from Examples” 1986 Aiken Computer Laboratory, Harvard University Tech. Rep. TR-05–86
    • (1986)
    • Pitt, L.1    Valiant, L.2
  • 14
    • 85119638915 scopus 로고    scopus 로고
    • th Annual IEEE Symposium on Foundations of Computer Science , 1989, pp. 28–33.
  • 15
    • 0021518106 scopus 로고
    • “A Theory of the Learnable”
    • L. Valiant “A Theory of the Learnable” Communications of the ACM 27 no. 11 1984 1134 1142
    • (1984) Communications of the ACM , vol.27 , Issue.no. 11 , pp. 1134-1142
    • Valiant, L.1
  • 16
    • 85119636642 scopus 로고    scopus 로고
    • th IJCAI , Vol. 1, Los Angeles, CA, Aug. 1985, pp. 560–566.
  • 17
    • 85119629047 scopus 로고    scopus 로고
    • Verbeurgt K., “On the Learnability of DNF Formulae”, Master's Thesis, University of Toronto , Toronto, Ontario, 1990.
  • 18
    • 85119641343 scopus 로고    scopus 로고
    • Warmuth, M., Personal Communciation, September, 1989.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.