Fairness vs Performance: Characterizing the Pareto Frontier of Algorithmic Decision Systems
arXiv:2605.10604v1 Announce Type: cross
Abstract: Designing fair algorithmic decision systems requires balancing model performance with fairness toward affected individuals: More fairness might require sacrificing some performance and vice versa, yet …