A Comprehensive View of Fairness through Distributional Stability
cs.LG, cs.AI
Submitted: 2026-09-29
Updated: 2026-09-29
Sources
- Finite-Sample and Distribution-Free Fair Classification: Optimal Trade-off Between Excess Risk and Fairness, and the Cost of Group-Blindness
- Bagging Provides Assumption-free Stability
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