Group Fairness on Adult Income Race
0.01Demographic ParityEnergyShield
Evaluation results
| Method | Links | |
|---|---|---|
| EnergyShieldBase Training Method=DiffDP2026.05 | 0.01 | |
| EnergyShieldBase Training Method=ERM2026.05 | 0.015 | |
| Static FairBase Training Method=ERM2026.05 | 0.016 | |
| EnergyShieldBase Training Method=HSIC2026.05 | 0.019 | |
| Static FairBase Training Method=DiffDP2026.05 | 0.019 | |
| Static FairBase Training Method=HSIC2026.05 | 0.033 | |
| DynamicBase Training Method=DiffDP2026.05 | 0.063 | |
| DynamicBase Training Method=HSIC2026.05 | 0.099 | |
| DynamicBase Training Method=ERM2026.05 | 0.101 |