@article{fairsupervisedlearningthroughconstraints, title = {Fair Supervised Learning Through Constraints on Smooth Nonconvex Unfairness-Measure Surrogates}, author = {Zahra Khatti and Daniel P. Robinson and Frank E. Curtis}, year = {2025}, eprint = {2505.15788}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2505.15788v1}, }