Search Results for author: Cecilia Tilli

Found 1 papers, 0 papers with code

Robust Counterfactual Explanations for Tree-Based Ensembles

no code implementations6 Jul 2022 Sanghamitra Dutta, Jason Long, Saumitra Mishra, Cecilia Tilli, Daniele Magazzeni

In this work, we propose a novel strategy -- that we call RobX -- to generate robust counterfactuals for tree-based ensembles, e. g., XGBoost.

counterfactual

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