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 1120 of 177 papers

TitleStatusHype
Counterfactual Explainable RecommendationCode1
Global Counterfactual Explanations: Investigations, Implementations and ImprovementsCode1
Ask to Know More: Generating Counterfactual Explanations for Fake ClaimsCode1
GRETEL: A unified framework for Graph Counterfactual Explanation EvaluationCode1
Adversarial Counterfactual Visual ExplanationsCode1
Distributional Counterfactual Explanations With Optimal TransportCode1
Explainable Data-Driven Optimization: From Context to Decision and Back AgainCode1
Counterfactual Explanations in Sequential Decision Making Under UncertaintyCode1
A Survey on Graph Counterfactual Explanations: Definitions, Methods, Evaluation, and Research ChallengesCode1
Counterfactual Shapley Additive ExplanationsCode1
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