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 2130 of 177 papers

TitleStatusHype
Ask to Know More: Generating Counterfactual Explanations for Fake ClaimsCode1
GRETEL: A unified framework for Graph Counterfactual Explanation EvaluationCode1
Global Counterfactual Explanations: Investigations, Implementations and ImprovementsCode1
Making Heads or Tails: Towards Semantically Consistent Visual CounterfactualsCode1
Which Style Makes Me Attractive? Interpretable Control Discovery and Counterfactual Explanation on StyleGANCode1
On the Robustness of Sparse Counterfactual Explanations to Adverse PerturbationsCode1
STEEX: Steering Counterfactual Explanations with SemanticsCode1
Counterfactual Shapley Additive ExplanationsCode1
Learning Time Series Counterfactuals via Latent Space RepresentationsCode1
Counterfactual Explainable RecommendationCode1
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