Fast Provably Robust Decision Trees and Boosting

Jun-Qi Guo, Ming-Zhuo Teng, Wei Gao, Zhi-Hua Zhou

Abstract: Learning with adversarial robustness has been a challenge in contemporary machine learning, and recent years have witnessed increasing attention on robust decision trees and ensembles, mostly worki...