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04/18/2023
On the Interdependence of Reliance Behavior and Accuracy in AI-Assisted Decision-Making
In AI-assisted decision-making, a central promise of putting a human in ...
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09/23/2022
On Explanations, Fairness, and Appropriate Reliance in Human-AI Decision-Making
Explanations have been framed as an essential feature for better and fai...
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05/11/2022
"There Is Not Enough Information": On the Effects of Explanations on Perceptions of Informational Fairness and Trustworthiness in Automated Decision-Making
Automated decision systems (ADS) are increasingly used for consequential...
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04/29/2022
A Human-Centric Perspective on Fairness and Transparency in Algorithmic Decision-Making
Automated decision systems (ADS) are increasingly used for consequential...
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04/27/2022
On the Relationship Between Explanations, Fairness Perceptions, and Decisions
It is known that recommendations of AI-based systems can be incorrect or...
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09/13/2021
Perceptions of Fairness and Trustworthiness Based on Explanations in Human vs. Automated Decision-Making
Automated decision systems (ADS) have become ubiquitous in many high-sta...
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08/14/2021
Appropriate Fairness Perceptions? On the Effectiveness of Explanations in Enabling People to Assess the Fairness of Automated Decision Systems
It is often argued that one goal of explaining automated decision system...
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03/08/2021
A Study on Fairness and Trust Perceptions in Automated Decision Making
Automated decision systems are increasingly used for consequential decis...
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02/08/2021