Research Article: Learning Fairness Constraints from Policy Text
Abstract
We extract fairness constraints from policy documents and compile them into validators for ML pipelines, reducing non-compliant decisions by 31% in sandbox tests.
Cite this article
Wright, I. & Mitchell, O. (2025). Research Article: Learning Fairness Constraints from Policy Text. Research Explorations in Global Knowledge & Technology (REGKT), 4 (1). Retrieved from https://regkt.com/article.php?id=227&slug=learning-fairness-constraints-from-policy-text