Boosting as a kernel-based method

Aleksandr Y. Aravkin, Giulio Bottegal, Gianluigi Pillonetto

Boosting combines weak (biased) learners to obtain effective learning algorithms for classification and prediction. In this paper, we show a connection between boosting and kernel-…