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06/13/2023
For Better or Worse: The Impact of Counterfactual Explanations' Directionality on User Behavior in xAI
Counterfactual explanations (CFEs) are a popular approach in explainable...
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05/11/2022
Keep Your Friends Close and Your Counterfactuals Closer: Improved Learning From Closest Rather Than Plausible Counterfactual Explanations in an Abstract Setting
Counterfactual explanations (CFEs) highlight what changes to a model's i...
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05/06/2022
Let's Go to the Alien Zoo: Introducing an Experimental Framework to Study Usability of Counterfactual Explanations for Machine Learning
To foster usefulness and accountability of machine learning (ML), it is ...
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12/25/2020