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

Teresa Scantamburlo, Joachim Baumann, Christoph Heitz

An implicit ambiguity in the field of prediction-based decision-making regards the relation between the concepts of prediction and decision. Much of the literature in the field ten…