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04/12/2022
Detection and Mitigation of Algorithmic Bias via Predictive Rate Parity
Recently, numerous studies have demonstrated the presence of bias in mac...
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03/30/2022
Long-term Dynamics of Fairness Intervention in Connection Recommender Systems
Recommender system fairness has been studied from the perspectives of a ...
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10/26/2020
Interpretable Assessment of Fairness During Model Evaluation
For companies developing products or algorithms, it is important to unde...
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07/10/2020
Evaluating Fairness Using Permutation Tests
Machine learning models are central to people's lives and impact society...
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06/23/2020
