@article{fairrepresentationlearningwithcontrollab, title = {Fair Representation Learning with Controllable High Confidence Guarantees via Adversarial Inference}, author = {Yuhong Luo and Austin Hoag and Xintong Wang and Philip S. Thomas and Przemyslaw A. Grabowicz}, year = {2025}, eprint = {2510.21017}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.21017}, }