SOTAVerified

Counterfactual Explanation

Returns a contrastive argument that permits to achieve the desired class, e.g., “to obtain this loan, you need XXX of annual revenue instead of the current YYY”

Papers

Showing 3140 of 177 papers

TitleStatusHype
Reinforced Path Reasoning for Counterfactual Explainable RecommendationCode1
Counterfactual Explainable RecommendationCode1
Global Counterfactual Explainer for Graph Neural NetworksCode1
Global Counterfactual Explanations: Investigations, Implementations and ImprovementsCode1
Counterfactual Shapley Additive ExplanationsCode1
Counterfactual Analysis of Neural Networks Used to Create Fertilizer Management ZonesCode0
Conceptual Edits as Counterfactual ExplanationsCode0
Supervised Feature Compression based on Counterfactual AnalysisCode0
COMRECGC: Global Graph Counterfactual Explainer through Common RecourseCode0
Fast Inference of Removal-Based Node InfluenceCode0
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