Ming-Zhuo Teng

Fast Provably Robust Decision Trees and Boosting

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 working with high computational complexity or without guarantees of provable robustness. This work proposes…