Verifying Robustness of Gradient Boosted Models

no code implementations • 26 Jun 2019 • Gil Einziger, Maayan Goldstein, Yaniv Sa'ar, Itai Segall

Robustness to small perturbations of the input is an important quality measure for machine learning models, but the literature lacks a method to prove the robustness of gradient boosted models.

BIG-bench Machine Learning