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153
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COLT
2000
Springer
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Machine Learning
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COLT 2000
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PAC Analogues of Perceptron and Winnow via Boosting the Margin
15 years 7 months ago
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www.cs.columbia.edu
We describe a novel family of PAC model algorithms for learning linear threshold functions. The new algorithms work by boosting a simple weak learner and exhibit complexity bounds...
Rocco A. Servedio
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