[其他] ICML-Connecting Interpretability and Robustness in Decision Trees through S ... [推广有奖]

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发表于 2025-8-10 19:29:29 |AI写论文

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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 ...