2 papers
cs.CY2024
From the Fair Distribution of Predictions to the Fair Distribution of Social Goods: Evaluating the Impact of Fair Machine Learning on Long-Term Unemployment
Sebastian Zezulka, Konstantin Genin
Deploying an algorithmically informed policy is a significant intervention in society. Prominent methods for algorithmic fairness focus on the distribution of predictions at the ti…
cs.CY2023
Performativity and Prospective Fairness
Sebastian Zezulka, Konstantin Genin
Deploying an algorithmically informed policy is a significant intervention in the structure of society. As is increasingly acknowledged, predictive algorithms have performative eff…