@article{towardsprovablyfairmachinelearningbayesi,
  title = {Towards Provably Fair Machine Learning: Bayesian Approaches For Consistent and Transparent Predictions},
  author = {Owen O'Neill and Fintan Costello},
  year = {2026},
  eprint = {2606.12615},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2606.12615},
}