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05/10/2023
A Classification of Feedback Loops and Their Relation to Biases in Automated Decision-Making Systems
Prediction-based decision-making systems are becoming increasingly preva...
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10/19/2022
Group Fairness in Prediction-Based Decision Making: From Moral Assessment to Implementation
Ensuring fairness of prediction-based decision making is based on statis...
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06/06/2022
Distributive Justice as the Foundational Premise of Fair ML: Unification, Extension, and Interpretation of Group Fairness Metrics
Group fairness metrics are an established way of assessing the fairness ...
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06/06/2022
A Justice-Based Framework for the Analysis of Algorithmic Fairness-Utility Trade-Offs
In prediction-based decision-making systems, different perspectives can ...
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06/05/2022