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2203.07139
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Cross-model Fairness: Empirical Study of Fairness and Ethics Under Model Multiplicity
14 March 2022
Kacper Sokol
Meelis Kull
J. Chan
Flora D. Salim
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Papers citing
"Cross-model Fairness: Empirical Study of Fairness and Ethics Under Model Multiplicity"
3 / 3 papers shown
Title
Selecting for Less Discriminatory Algorithms: A Relational Search Framework for Navigating Fairness-Accuracy Trade-offs in Practice
Hana Samad
Michael Akinwumi
Jameel Khan
Christoph Mügge-Durum
Emmanuel O. Ogundimu
41
0
0
02 Jun 2025
All You Need for Counterfactual Explainability Is Principled and Reliable Estimate of Aleatoric and Epistemic Uncertainty
Kacper Sokol
Eyke Hüllermeier
132
2
0
24 Feb 2025
The Curious Case of Arbitrariness in Machine Learning
Prakhar Ganesh
Afaf Taik
G. Farnadi
105
3
0
28 Jan 2025
1