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 111120 of 177 papers

TitleStatusHype
Counterfactual Explanation for Auto-Encoder Based Time-Series Anomaly Detection0
Counterfactual Explanation for Fairness in Recommendation0
Counterfactual Explanation for Regression via Disentanglement in Latent Space0
Counterfactual Explanation Generation with s(CASP)0
Counterfactual Explanation of Brain Activity Classifiers using Image-to-Image Transfer by Generative Adversarial Network0
Counterfactual explanation of machine learning survival models0
Counterfactual Explanation Policies in RL0
Counterfactual Explanations Can Be Manipulated0
Towards Explainable Land Cover Mapping: a Counterfactual-based Strategy0
Counterfactual Explanations and Algorithmic Recourses for Machine Learning: A Review0
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