Group Fairness on German Credit Gender
0.038Demographic ParityStatic Fair
Evaluation results
| Method | Links | |
|---|---|---|
| Static FairBase Training Method=DiffDP2026.05 | 0.038 | |
| DynamicBase Training Method=HSIC2026.05 | 0.04 | |
| Static FairBase Training Method=HSIC2026.05 | 0.043 | |
| DynamicBase Training Method=DiffDP2026.05 | 0.048 | |
| EnergyShieldBase Training Method=HSIC2026.05 | 0.052 | |
| Static FairBase Training Method=ERM2026.05 | 0.053 | |
| EnergyShieldBase Training Method=DiffDP2026.05 | 0.067 | |
| DynamicBase Training Method=ERM2026.05 | 0.075 | |
| EnergyShieldBase Training Method=ERM2026.05 | 0.095 |