Fair Regression on Law School
1MSEERM Unfair
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ERM UnfairNormalization=Relative to unconstrained ERM baseline2026.05 | 1 | 1 | 1 | 1 | 1 | |
| OT Sˆ softNormalization=Relative to unconstrained ERM baseline2026.05 | 1.02 | 0.46 | 0.54 | 0.56 | 0.54 | |
| OT Sˆ hardNormalization=Relative to unconstrained ERM baseline2026.05 | 1.03 | 0.37 | 0.43 | 0.44 | 0.42 | |
| OT awareNormalization=Relative to unconstrained ERM baseline2026.05 | 1.03 | 0.11 | 0.18 | 0.13 | 0.09 | |
| OT UnawareNormalization=Relative to unconstrained ERM baseline2026.05 | 1.05 | 0.11 | 0.18 | 0.14 | 0.11 | |
| FairRegNormalization=Relative to unconstrained ERM baseline2026.05 | 1.06 | 0.39 | 0.2 | 0.13 | 0.12 |