Fairness-aware Classification on Adult gender attribute (test)
83.04AccuracyCauchy-Schwarz (CS) Fairness Regularizer
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Cauchy-Schwarz (CS) Fairness Regularizer2025.12 | 83.04 | 90.84 | 2.13 | 2.35 | |
| Demographic Parity (DP) Regularizer2025.12 | 82.42 | 86.91 | 1.29 | 20.15 | |
| Adversarial Debiasing (ADV)2025.12 | 81.58 | 83.08 | 16.3 | 14.2 |