Connecting Interpretability and Robustness in Decision Trees through
                  Separation

              Michal Moshkovitz 1 Yao-Yuan Yang 1 Kamalika Chaudhuri 1

            Abstract                 et al., 2019; Ross & Doshi-Velez, 2017). In this work, we
   Recent research has recognized interpretability       take a rigorous approach towards understanding the connec-
   and robustness as essential properties of trust-      tion between robustness and interpretability.
   worthy class ...