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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 3140 of 177 papers

TitleStatusHype
Explainable bank failure prediction models: Counterfactual explanations to reduce the failure risk0
Global Human-guided Counterfactual Explanations for Molecular Properties via Reinforcement LearningCode0
Towards Understanding the Influence of Training Samples on Explanations0
Weak Robust Compatibility Between Learning Algorithms and Counterfactual Explanation Generation Algorithms0
Enhancing Counterfactual Image Generation Using Mahalanobis Distance with Distribution Preferences in Feature Space0
XPrompt:Explaining Large Language Model's Generation via Joint Prompt Attribution0
Counterfactual Metarules for Local and Global Recourse0
Mining Action Rules for Defect Reduction Planning0
Counterfactual Explanation-Based Badminton Motion Guidance Generation Using Wearable Sensors0
Graph Neural Networks for Vulnerability Detection: A Counterfactual ExplanationCode1
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