11 citations · 12 across the 2 of their papers we have counts for
2 papers
cs.LG2022★ 11 cited
Group Fairness in Prediction-Based Decision Making: From Moral Assessment to Implementation
Joachim Baumann, Christoph Heitz
Ensuring fairness of prediction-based decision making is based on statistical group fairness criteria. Which one of these criteria is the morally most appropriate one depends on th…
cs.CY2022★ 1 cited
People are not coins. Morally distinct types of predictions necessitate different fairness constraints
Eleonora Vigano', Corinna Hertweck, Christoph Heitz +1
A recent paper (Hedden 2021) has argued that most of the group fairness constraints discussed in the machine learning literature are not necessary conditions for the fairness of pr…