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 111–120 of 177 papers

TitleStatusHype
Counterfactual Explanation for Auto-Encoder Based Time-Series Anomaly Detection—0
Counterfactual Explanation for Fairness in Recommendation—0
Counterfactual Explanation for Regression via Disentanglement in Latent Space—0
Counterfactual Explanation Generation with s(CASP)—0
Counterfactual Explanation of Brain Activity Classifiers using Image-to-Image Transfer by Generative Adversarial Network—0
Counterfactual explanation of machine learning survival models—0
Counterfactual Explanation Policies in RL—0
Counterfactual Explanations Can Be Manipulated—0
Towards Explainable Land Cover Mapping: a Counterfactual-based Strategy—0
Counterfactual Explanations and Algorithmic Recourses for Machine Learning: A Review—0
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