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REFERENCES
Note: OCR errors may be found in this Reference List extracted from the full text article. ACM has opted to expose the complete List rather than only correct and linked references.
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A83
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Assouad, P., "Densite et Dimension," Ann. Inst. Fourier, Grenoble 33 (3) (1983) 233-282.
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BEHW85
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Bhmer, A., A. Ehrenfeucht, D. Haussler and M. Warmuth, "Occam's Razor," Technical Report UCSC-CRL-86-2, Computer Research Laboratory, University of California at Santa Cruz, February 1986.
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DW76
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Devroye, L.P. and T.J.Wagner, "A distribution-free performance bound in error estimation," IEEE Trans. Info. Th., 22, 1976, pp. 586-7.
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D78
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Dudley, R.M., "Central limit theorems for empirical measures," Ann. Prob., 6(6), 1978, pp. 899- 929.
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GJ79
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GGM84
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Goldreich, O., S. Goldwasser, and S. Micali, "How to construct random functions," 25th FOCS, 1984, pp. 464-79.
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H85
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Haussler, D., "Space Efficient Learning Algorithms," unpublished manuscript.
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HW85
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Haussler, D. and E. Welzl, "Epsilon-nets and range queries," in preparation.
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J74
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Johnson, D.S., "Approximation Algorithms for combinatorial problems," Journal of Computer and Systems Sciences, Vol. 9, 1974.
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K84
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LP85
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Lee, D.T. and F.P.Preparata, "Computational geometry - a survey," IEEE Trans. Comp., 33(12), 1984, pp. 1072-101.
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L85
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Littlestone, N., unpublished manuscript.
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M78
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Masek, WJ., "Some NP-Complete Set Cover Problems," MIT Laboratory for Computer Science, unpublished manuscript.
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M84
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N69
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Nigmatullin, R.G., "The Fastest Descent Method for Covering Problems (in Russian)," Proceedings of a Symposium on Questions of Precision and Efficiency of Computer Algorithms," Book 5, Kiev, 1969, pp. 116-126.
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P78
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Pearl, J., "On the connection between the complexity and credibility of inferred models," Int. J. Gen. Sys., 4, 1978, pp. 255-64.
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P79
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Pearl, J., "Capacity and error estimates for Boolean classifiers with limited capacity," IEEE Trans. Patt. An. Mach. Intell., 1(4), 1979, pp. 350-5.
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V84
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VP86
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Valiant, L.G., L. Pitt, Technical Report, Aiken Computing Lab., Harvard University, to appear.
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V85
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Valiant, L.G., "Learning disjunctions of conjunctions," Proc. 9th IJCAI, Los Angeles, CA, August 1985, vol. 1, pp. 560-6.
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VC71
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Vapnik, V.N. and A.Ya.Chervonenkis, "On the uniform convergence of relative frequencies of events to their probabilities," Th. Prob. and its Appl., 16(2), 1971, pp. 264-80.
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VC74
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Vapnik, V.N. and A.Ya.Chervonenkis, Theory of Pattern Recognition (in Russian), Nauka, Moscow, 1974.
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W86
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Welzl, E., "Some properties of the Vapnik- Chervonenkis dimension," in preparation.
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WD81
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Wenocur, R.S. and R.M.Dudley, "Some special Vapnik-Chervonenkis classes," Discrete Math., 33, 1981, pp. 313-8.
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YC74
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Young, T. and T. Calvert, Classification, Estimarion, and Pattern Recognition, Elsevier, New York, 1974.
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CITED BY 23
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M. Kearns , M. Li , L. Pitt , L. Valiant, On the learnability of Boolean formulae, Proceedings of the nineteenth annual ACM conference on Theory of computing, p.285-295, January 1987, New York, New York, United States
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Philip Laird , Ronald Saul , Peter Dunning, A model of sequence extrapolation, Proceedings of the sixth annual conference on Computational learning theory, p.84-93, July 26-28, 1993, Santa Cruz, California, United States
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S. R. Kulkarni , J. N. Tsitsiklis , S. K. Mitter , O. Zeitouni, PAC learning with generalized samples and an application to stochastic geometry, Proceedings of the fifth annual workshop on Computational learning theory, p.172-179, July 27-29, 1992, Pittsburgh, Pennsylvania, United States
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