arXiv stat.ML
· Papers
Operationalizing Individual Fairness via Gradient Descent and Bradley-Terry Models
arXiv:2605.23145v2 Announce Type: replace Abstract: Individual fairness, the notion that "similar individuals should be treated similarly," provides a strong and flexible fairness guarantee for algorithmic decision makers. However, a barrier to implementing individual fairness in practice is the difficulty of learning