A Comprehensive View of Fairness through Distributional Stability.

arXiv:2609.37061v2 Announce Type: replace-cross Abstract: We view fairness as a property of distributional stability. Rather than assessing a predictor under a fixed data distribution, we study how its predictions change under perturbations that modify the com