| Weakly learning DNF and characterizing statistical query learning using Fourier analysis |
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Annual ACM Symposium on Theory of Computing
archive
Proceedings of the twenty-sixth annual ACM symposium on Theory of computing
table of contents
Montreal, Quebec, Canada
Pages: 253 - 262
Year of Publication: 1994
ISBN:0-89791-663-8
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Downloads (6 Weeks): 5, Downloads (12 Months): 27, Citation Count: 39
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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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Howard Aizenstein, Lisa Hellerstein, and Leonard Pitt. Read-thrice DNF is hard to learn wit}h membership and equivalence queries. In Proceedings of the 33rd Annual Symposium on Foundations of Computer Science, pages 523-532, 1992.
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Dana Angluin, Michael Frazier, and Leonard Pitt. Learning conjunctions of Horn clauses. In Proceedings of the 30th Annual Symposium on Foundations of Computer Science, pages 186-192, 1990.
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Bruck, J. Harmonic Analysis of Polynomial Threshold Functions. SIAM Journal of Discrete Mathematics, 5, pp. 168-177, 1990.
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Nader H. Bshouty. Exact learning via the monotone theory. In Proceedings of the 3.#th Annual Symposium on Foundations of Computer Science, pages 302-311, 1993.
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Merrick L. Furst , Jeffrey C. Jackson , Sean W. Smith, Improved learning of AC0 functions, Proceedings of the fourth annual workshop on Computational learning theory, p.317-325, August 05-07, 1991, Santa Cruz, California, United States
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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
[doi> 10.1145/28395.28426]
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Michael J. Kearns , Robert E. Schapire , Linda M. Sellie, Toward efficient agnostic learning, Proceedings of the fifth annual workshop on Computational learning theory, p.341-352, July 27-29, 1992, Pittsburgh, Pennsylvania, United States
[doi> 10.1145/130385.130424]
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Roni Khardon. On using the Fourier transform to learn disjoint DNF. Unpublished manuscript, September 1993.
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Richard Lipton. Personal communication.
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CITED BY 39
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Avrim Blum , Adam Kalai , Hal Wasserman, Noise-tolerant learning, the parity problem, and the statistical query model, Proceedings of the thirty-second annual ACM symposium on Theory of computing, p.435-440, May 21-23, 2000, Portland, Oregon, United States
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Avrim Blum , Roni Khardon , Eyal Kushilevitz , Leonard Pitt , Dan Roth, On learning Read-k-Satisfy-j DNF, Proceedings of the seventh annual conference on Computational learning theory, p.110-117, July 12-15, 1994, New Brunswick, New Jersey, United States
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José L. Balcázar , Jorge Castro , David Guijarro , Johannes Köbler , Wolfgang Lindner, A general dimension for query learning, Journal of Computer and System Sciences, v.73 n.6, p.924-940, September, 2007
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