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 101110 of 177 papers

TitleStatusHype
Mining Action Rules for Defect Reduction Planning0
Motif-guided Time Series Counterfactual Explanations0
A Comparative Analysis of Counterfactual Explanation Methods for Text Classifiers0
Exploring Counterfactual Explanations Through the Lens of Adversarial Examples: A Theoretical and Empirical Analysis0
On the Relationship Between Counterfactual Explainer and Recommender0
Peek Inside the Closed World: Evaluating Autoencoder-Based Detection of DDoS to Cloud0
Private Counterfactual Retrieval0
PUPAE: Intuitive and Actionable Explanations for Time Series Anomalies0
Ranking Counterfactual Explanations0
Robust Counterfactual Explanations under Model Multiplicity Using Multi-Objective Optimization0
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