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Christoph Heitz
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Related contextRelated contextRelated contextCo-authorshipWorks onWorks onWorks onAuthorshipWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalChristoph HeitzAChristoph HeitzResearcherFairness vs Performance: Characterizing the Pareto Frontier of Algorithmic Decision SystemsWFairness vs Performance...preprint / 2026Mieke WilmsAMieke WilmsResearcherMachine LearningTMachine Learning49008 worksArtificial IntelligenceTArtificial Intelligence22915 workscs.CYTcs.CY4196 worksA Systematic Approach to Group Fairness in Automated Decision MakingWA Systematic Approach t...preprint / 2021On the Moral Justification of Statistical ParityWOn the Moral Justificat...preprint / 2021Is calibration a fairness requirement? An argument from the point of view of moral philosophy and decision theoryWIs calibration a fairne...preprint / 2022Enforcing Group Fairness in Algorithmic Decision Making: Utility Maximization Under SufficiencyWEnforcing Group Fairnes...preprint / 2022People are not coins. Morally distinct types of predictions necessitate different fairness constraintsWPeople are not coins. M...preprint / 2022
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Christoph Heitz

Researcher