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Volumn 17, Issue 2, 1994, Pages 115-141

Toward Efficient Agnostic Learning

Author keywords

agnostic learning; computational learning theory; machine learning; PAC learning

Indexed keywords


EID: 0001553979     PISSN: 08856125     EISSN: 15730565     Source Type: Journal    
DOI: 10.1023/A:1022615600103     Document Type: Article
Times cited : (394)

References (27)
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    • Aldous, D. & Vazirani, U. (1990). A Markovian extension of Valiant's learning model. 31st Annual Symposium on Foundations of Computer Science (pp. 392–404). IEEE Press.
  • 2
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    • Blum, A. & Chalasani, P. (1992). Learning switching concepts. Proceedings of the Fifth Annual ACM Workshop on Computational Learning Theory (pp. 231–242). ACM Press.
  • 4
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    • Duda, R. O. & Hart, P. E. (1973). Pattern Classification and Scene Analysis. Wiley.
  • 6
    • 84951644283 scopus 로고    scopus 로고
    • Freund, Y. (1990). Boosting a weak learning algorithm by majority. Proceedings of the Third Annual Workshop on Computational Learning Theory (pp. 202–216). Morgan Kaufmann.
  • 7
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    • Freund, Y. (1992). An improved boosting algorithm and its implications on learning complexity. Proceedings of the Fifth Annual ACM Workshop on Computational Learning Theory (pp. 391–398). ACM Press.
  • 14
    • 84951644285 scopus 로고    scopus 로고
    • Kearns, M., Li, M., Pitt, L., & Valiant, L. (1987). On the learnability of Boolean formulae. Proceedings of the Nineteenth Annual ACM Symposium on Theory of Computing (pp. 285–295).
  • 15
    • 84951644286 scopus 로고    scopus 로고
    • Kearns, M. & Valiant, L. G. (1994). Cryptographic limitations on learning Boolean formulae and finite automata. Journal of the Association for Computing Machinery, 41, 67–95. ACM Press.
  • 16
    • 84951644287 scopus 로고    scopus 로고
    • Kearns, M. J. & Schapire, R. E. (1990). Efficient distribution-free learning of probabilistic concepts. 31st Annual Symposium on Foundations of Computer Science (pp. 382–391). IEEE Press. To appear, Journal of Computer and System Sciences.
  • 19
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    • Pollard, D. (1984). Convergence of Stochastic Processes. Springer-Verlag.
  • 23
    • 84951644289 scopus 로고    scopus 로고
    • Valiant, L. G. (1985). Learning disjunctions of conjunctions. Proceedings of the 9th International Joint Conference on Artificial Intelligence (pp. 560–566).
  • 24
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    • Vapnik, V. N. (1982). Estimation of Dependences Based on Empirical Data. Springer-Verlag.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.