most citedAdapting to Change: Robust Counterfactual Explanations in Dynamic Data Landscapes

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cs.LG2023★ 1 cited

Adapting to Change: Robust Counterfactual Explanations in Dynamic Data Landscapes

Bardh Prenkaj, Mario Villaizan-Vallelado, Tobias Leemann +1

We introduce a novel semi-supervised Graph Counterfactual Explainer (GCE) methodology, Dynamic GRAph Counterfactual Explainer (DyGRACE). It leverages initial knowledge about the da…