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03/10/2023
Explaining Model Confidence Using Counterfactuals
Displaying confidence scores in human-AI interaction has been shown to h...
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06/06/2022
Improving Model Understanding and Trust with Counterfactual Explanations of Model Confidence
In this paper, we show that counterfactual explanations of confidence sc...
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04/29/2021
Collaborative Human-Agent Planning for Resilience
Intelligent agents powered by AI planning assist people in complex scena...
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04/15/2021
LEx: A Framework for Operationalising Layers of Machine Learning Explanations
Several social factors impact how people respond to AI explanations used...
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02/03/2021
Directive Explanations for Actionable Explainability in Machine Learning Applications
This paper investigates the prospects of using directive explanations to...
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12/13/2018