Group Fairness on Adult Income Gender
0.004Demographic ParityEnergyShield
Evaluation results
| Method | Links | |
|---|---|---|
| EnergyShieldBase Training Method=HSIC2026.05 | 0.004 | |
| EnergyShieldBase Training Method=DiffDP2026.05 | 0.004 | |
| Static FairBase Training Method=HSIC2026.05 | 0.009 | |
| EnergyShieldBase Training Method=ERM2026.05 | 0.014 | |
| Static FairBase Training Method=DiffDP2026.05 | 0.02 | |
| DynamicBase Training Method=HSIC2026.05 | 0.022 | |
| DynamicBase Training Method=DiffDP2026.05 | 0.041 | |
| Static FairBase Training Method=ERM2026.05 | 0.069 | |
| DynamicBase Training Method=ERM2026.05 | 0.13 |