graph learning

Unifying Evolution, Explanation, and Discernment: A Generative Approach for Dynamic Graph Counterfactuals
We present GRACIE (Graph Recalibration and Adaptive Counterfactual Inspection and Explanation), a novel approach for generative …
Bardh Prenkaj, Mario Villaizan-Vallelado, Tobias Leemann, Gjergji Kasneci
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Robust Stochastic Graph Generator for Counterfactual Explanations
Counterfactual Explanation (CE) techniques have garnered attention as a means to provide insights to the users engaging with AI …
Mario Alfonso Prado-Romero, Bardh Prenkaj, Giovanni Stilo
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Robust Stochastic Graph Generator for Counterfactual Explanations