Deep Boosting

Corinna Cortes, Mehryar Mohri, Umar Syed

Abstract: We present a new ensemble learning algorithm, DeepBoost, which can use as base classifiers a hypothesis set containing deep decision trees, or members of other rich or complex families, and succeed...