Boosting as a Regularized Path to a Maximum Margin Classifier
RossetSaharon, ZhuJi, HastieTrevor · Journal of Machine Learning Research · 2004
In this paper we study boosting methods from a new perspective. We build on recent work by Efron et al. to show that boosting approximately (and in some cases exactly) minimizes its loss criterion ...