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
Finding Regions of Counterfactual Explanations via Robust OptimizationCode1
A Survey on Graph Counterfactual Explanations: Definitions, Methods, Evaluation, and Research ChallengesCode1
GRETEL: A unified framework for Graph Counterfactual Explanation EvaluationCode1
Instance-based Counterfactual Explanations for Time Series ClassificationCode1
Learning Time Series Counterfactuals via Latent Space RepresentationsCode1
Counterfactual Explanations in Sequential Decision Making Under UncertaintyCode1
Explainable Data-Driven Optimization: From Context to Decision and Back AgainCode1
OCTET: Object-aware Counterfactual ExplanationsCode1
On the Robustness of Sparse Counterfactual Explanations to Adverse PerturbationsCode1
Graph Neural Networks for Vulnerability Detection: A Counterfactual ExplanationCode1
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