Boosting versus Covering

Hatano, Kohei, Warmuth, Manfred K. K.

Neural Information Processing Systems 

We investigate improvements of AdaBoost that can exploit the fact that the weak hypotheses are one-sided, i.e. either all its positive (or negative) predictions are correct.

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