GLANCE is a new agglomerative algorithm that jointly clusters in feature and counterfactual-action spaces to produce few, low-cost, high-coverage global recourse actions.
Counterfactual explanations and algorithmic re- courses for machine learning: A review.ACM Computing Surveys, 56(12): 1–42
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GLANCE: Global Actions in a Nutshell for Counterfactual Explainability
GLANCE is a new agglomerative algorithm that jointly clusters in feature and counterfactual-action spaces to produce few, low-cost, high-coverage global recourse actions.