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counterfactual

Papers

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TitleStatusHype
Explaining Groups of Instances Counterfactually for XAI: A Use Case, Algorithm and User Study for Group-Counterfactuals0
DualFair: Fair Representation Learning at Both Group and Individual Levels via Contrastive Self-supervisionCode1
Explaining Recommendation System Using Counterfactual Textual Explanations0
Simfluence: Modeling the Influence of Individual Training Examples by Simulating Training Runs0
Superhuman Artificial Intelligence Can Improve Human Decision Making by Increasing Novelty0
Learning Distortion Invariant Representation for Image Restoration from A Causality PerspectiveCode1
Counterfactual Copula and Its Application to the Effects of College Education on Intergenerational Mobility0
User Retention-oriented Recommendation with Decision TransformerCode1
What do surveys say about the historical trend of inequality and the applicability of two table-transformation methods?0
Explaining Model Confidence Using Counterfactuals0
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