demographic parity

3 papers

• Audits Under Resource, Data, and Access Constraints: Scaling Laws For Less Discriminatory Alternatives
• On Optimal Steering to Achieve Exact Fairness
• Some Optimizers are More Equal: Understanding the Role of Optimizers in Group Fairness