Fair Regression on Adult
1MSEERM Unfair
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ERM Unfair2026.05 | 1 | 1 | 1 | 1 | 1 | |
| OT Sˆ hardType=Hard Plug-in Estimator2026.05 | 1 | 0.85 | 0.88 | 0.88 | 0.88 | |
| OT Sˆ softType=Soft Plug-in Estimator2026.05 | 1 | 1.1 | 0.9 | 0.88 | 0.88 | |
| OT awareFairness Awareness=Aware2026.05 | 1.01 | 0.06 | 0.13 | 0.1 | 0.08 | |
| FairReg2026.05 | 1.06 | 0.23 | 0.26 | 0.17 | 0.16 | |
| OT UnawareFairness Awareness=Unaware2026.05 | 1.06 | 0.07 | 0.23 | 0.17 | 0.15 |