An Introduction to Computational Learning Theory
Citations
15,813Â citations
Cites methods from "An Introduction to Computational Le..."
...We very brie y review the PAC learning model (see, for instance, Kearns and Vazirani [18] for a more detailed description)....
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...We very briefly review the PAC learning model (see, for instance, Kearns and Vazirani [18] for a more detailed description)....
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10,141Â citations
8,059Â citations
6,598Â citations
Cites methods from "An Introduction to Computational Le..."
...Schapire (1990) developed the first simple boosting procedure in the PAC-learning framework [Valiant (1984), Kearns and Vazirani (1994)]....
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...Boosting works by sequentially applying a classification algorithm to reweighted versions of the training data and then taking a weighted majority vote of the sequence of classifiers thus produced....
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6,050Â citations
Cites background from "An Introduction to Computational Le..."
...Easy introductions can be found in [76], [5], [141]....
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