Fairness in multi-class multi-group classification problems via contextial coherent risk measures
stat.ML, cs.LG
Submitted: 2026-08-31
Updated: 2026-08-31
Terminology
Sources
- Statistical Inference for Fairness Auditing
- Fairness guarantee in multi-class classification
- Risk-averse Fair Multi-class Classification
- FairBatch: Batch Selection for Model Fairness
- Metrizing Fairness
- A Distributionally Robust Approach to Fair Classification
- On the (In)Compatibility between Group Fairness and Individual Fairness
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