Tolerance-Based Fairness Auditing: Violation Certification and Sensitivity Screening
arXiv:2610.01005v1 Announce Type: new Abstract: As artificial intelligence is increasingly deployed, algorithmic unfairness has raised growing concerns and intensified demands for transparent fairness auditing. In practice, the tolerable degree of algorithmic unfairness depends on the specific lega…
Read the full story at arXiv stat.ML ↗
Timeline · 1 report
- 2026-10-02 04:00 · arXiv stat.ML
Tolerance-Based Fairness Auditing: Violation Certification and Sensitivity Screening