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 101–110 of 177 papers

TitleStatusHype
Mining Action Rules for Defect Reduction Planning—0
Motif-guided Time Series Counterfactual Explanations—0
A Comparative Analysis of Counterfactual Explanation Methods for Text Classifiers—0
Exploring Counterfactual Explanations Through the Lens of Adversarial Examples: A Theoretical and Empirical Analysis—0
On the Relationship Between Counterfactual Explainer and Recommender—0
Peek Inside the Closed World: Evaluating Autoencoder-Based Detection of DDoS to Cloud—0
Private Counterfactual Retrieval—0
PUPAE: Intuitive and Actionable Explanations for Time Series Anomalies—0
Ranking Counterfactual Explanations—0
Robust Counterfactual Explanations under Model Multiplicity Using Multi-Objective Optimization—0
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