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06/09/2023
RankFormer: Listwise Learning-to-Rank Using Listwide Labels
Web applications where users are presented with a limited selection of i...
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12/13/2022
Inherent Limitations of AI Fairness
As the real-world impact of Artificial Intelligence (AI) systems has bee...
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06/13/2022
Tackling Algorithmic Disability Discrimination in the Hiring Process: An Ethical, Legal and Technical Analysis
Tackling algorithmic discrimination against persons with disabilities (P...
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02/08/2022
Optimal Transport of Binary Classifiers to Fairness
Much of the past work on fairness in machine learning has focused on for...
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03/02/2021
The KL-Divergence between a Graph Model and its Fair I-Projection as a Fairness Regularizer
Learning and reasoning over graphs is increasingly done by means of prob...
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02/26/2020