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On the Relationship Between Explanations, Fairness Perceptions, and Decisions

On the Relationship Between Explanations, Fairness Perceptions, and Decisions

Jakob Schoeffer
Maria De-Arteaga
Niklas Kuehl
    FaML
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Papers citing "On the Relationship Between Explanations, Fairness Perceptions, and Decisions"

4 / 4 papers shown
Title
A Meta-Analysis of the Utility of Explainable Artificial Intelligence in Human-AI Decision-Making
A Meta-Analysis of the Utility of Explainable Artificial Intelligence in Human-AI Decision-Making
Max Schemmer
Patrick Hemmer
Maximilian Nitsche
Niklas Kühl
Michael Vossing
32
56
0
10 May 2022
Explainability Pitfalls: Beyond Dark Patterns in Explainable AI
Explainability Pitfalls: Beyond Dark Patterns in Explainable AI
Upol Ehsan
Mark O. Riedl
XAI
SILM
59
58
0
26 Sep 2021
What Do We Want From Explainable Artificial Intelligence (XAI)? -- A Stakeholder Perspective on XAI and a Conceptual Model Guiding Interdisciplinary XAI Research
What Do We Want From Explainable Artificial Intelligence (XAI)? -- A Stakeholder Perspective on XAI and a Conceptual Model Guiding Interdisciplinary XAI Research
Markus Langer
Daniel Oster
Timo Speith
Holger Hermanns
Lena Kästner
Eva Schmidt
Andreas Sesing
Kevin Baum
XAI
68
415
0
15 Feb 2021
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments
Alexandra Chouldechova
FaML
207
2,092
0
24 Oct 2016