How Do You Create Fair Policies for Dynamic Systems in the Long Run?

In AI By Bot On

Original title: Designing Long-term Group Fair Policies in Dynamical Systems

Authors: Miriam Rateike, Isabel Valera, Patrick Forré

In this paper, the focus is on ensuring fairness in algorithmic decision-making over the long term. They highlight how overlooking the impact of decisions on individuals and the data distribution could breed inequalities, even if fairness is initially considered.

Original article: https://arxiv.org/abs/2311.12447