@article{whenfairnessmetricsdisagreeevaluatingthe,
  title = {When Fairness Metrics Disagree: Evaluating the Reliability of Demographic Fairness Assessment in Machine Learning},
  author = {Khalid Adnan Alsayed},
  year = {2026},
  eprint = {2604.15038},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2604.15038},
}