| On the complexity of learning from drifting distributions |
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Annual Workshop on Computational Learning Theory
archive
Proceedings of the ninth annual conference on Computational learning theory
table of contents
Desenzano del Garda, Italy
Pages: 122 - 130
Year of Publication: 1996
ISBN:0-89791-811-8
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Authors
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Rakesh D. Barve
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Department of Computer Science, Duke University, P.O. Box 90129, Durham, North Carolina
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Philip M. Long
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ISCS Department, National University of Singapore, Singapore 119260, Republic of Singapore
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Downloads (6 Weeks): 0, Downloads (12 Months): 6, Citation Count: 1
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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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Martin Anthony , Norman Biggs , John Shawe-Taylor, The learnability of formal concepts, Proceedings of the third annual workshop on Computational learning theory, p.246-257, August 06-08, 1990, Rochester, New York, United States
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P. L. Bartlett and P. M. Long. Prediction, learning, uniform convergence, and scale-sensitive dimensions, 1995. Submitted.
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P.L. Bartlett and D.P. Helmbold, 1995. Manuscript.
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A. Dawid. Statistical theory: The prequential approach. Journal of the Royal Statistical Society (Series A), pages 278-292, 1984.
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R. O. Duda and P. E. Hart. Pattern Classification and Scene Analysis. Wiley, 1973.
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T. Kuh, T. Petsche, and R. Rivest. Mistake bounds of incremental learners when concepts drift with applications to feedforward networks. In NIPS 3. Morgan Kaufmann, 1991.
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N. Littlestone. On the derivation and quality of Chernoff bounds, 1990. Submitted.
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D. Pollard. Convergence of Stochastic Processes. Springer Verlag, 1984.
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N. Sauer. On the density of families of sets. J. Combinatorial Theory (A), 13:145-147, 1972.
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V.N. Vapnik and A.Y. Chervonenkis. On the uniform convergence of relative frequencies of events to their probabilities. Theory of Probability and its Applications, 16(2):264-280, 1971.
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