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Weakly learning DNF and characterizing statistical query learning using Fourier analysis
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Source 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
Authors
Avrim Blum  Carnegie Mellon University
Merrick Furst  Carnegie Mellon University
Jeffrey Jackson  Carnegie Mellon University
Michael Kearns  AT&T Bell Laboratories, Room 2A-423, 600 Mountain Avenue, P.O. Box 636, Murray Hill, NJ
Yishay Mansour  Tel-Aviv University
Steven Rudich  Carnegie Mellon University
Sponsor
SIGACT: ACM Special Interest Group on Algorithms and Computation Theory
Publisher
ACM  New York, NY, USA
Bibliometrics
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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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 Unpublished manuscript, September 1993.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

Collaborative Colleagues:
Avrim Blum: colleagues
Merrick Furst: colleagues
Jeffrey Jackson: colleagues
Michael Kearns: colleagues
Yishay Mansour: colleagues
Steven Rudich: colleagues