DiCE-Extended modifies the DiCE counterfactual explainer by adding a Dice-Sørensen-based robustness loss, claiming improved stability and proximity across four tabular datasets.
Advances i n Neural Information Pro- cessing Systems 37, 137105–137134 (2024)
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DiCE-Extended: A Robust Approach to Counterfactual Explanations in Machine Learning
DiCE-Extended modifies the DiCE counterfactual explainer by adding a Dice-Sørensen-based robustness loss, claiming improved stability and proximity across four tabular datasets.