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Christoph Heitz

On Prediction-Modelers and Decision-Makers: Why Fairness Requires More Than a Fair Prediction Model

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Oct 09, 2023
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Group Fairness in Prediction-Based Decision Making: From Moral Assessment to Implementation

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Oct 19, 2022
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Distributive Justice as the Foundational Premise of Fair ML: Unification, Extension, and Interpretation of Group Fairness Metrics

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Jun 06, 2022
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A Justice-Based Framework for the Analysis of Algorithmic Fairness-Utility Trade-Offs

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Jun 06, 2022
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Enforcing Group Fairness in Algorithmic Decision Making: Utility Maximization Under Sufficiency

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Jun 05, 2022
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Is calibration a fairness requirement? An argument from the point of view of moral philosophy and decision theory

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May 23, 2022
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A Systematic Approach to Group Fairness in Automated Decision Making

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Sep 09, 2021
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On the Moral Justification of Statistical Parity

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Nov 04, 2020
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