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Mathematics / Formal sciences / Cybernetics / Computational learning theory / Pattern recognition / Information theory / Decision tree model / PP / Logarithm / Theoretical computer science / Applied mathematics / Machine learning
Date: 2003-04-11 14:26:30
Mathematics
Formal sciences
Cybernetics
Computational learning theory
Pattern recognition
Information theory
Decision tree model
PP
Logarithm
Theoretical computer science
Applied mathematics
Machine learning

Efficient Noise-Tolerant Learning from Statistical Queries MICHAEL KEARNS AT&T Laboratories—Research, Florham Park, New Jersey Abstract. In this paper, we study the problem of learning in the presence of classificatio

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