@article{fairdecisionsfromcalibratedscoresachievi, title = {Fair Decisions from Calibrated Scores: Achieving Optimal Classification While Satisfying Sufficiency}, author = {Etam Benger and Katrina Ligett}, year = {2026}, eprint = {2602.07285}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2602.07285}, }