This the code for the AISTATS paper Post-processing for Fair Regression via Explainable SVD.

To get the results on law school dataset, run

python law_school.py

To get the results on COMPAS dataset, run

python compas.py

For the ablation study, run

python ablation_study.py

and set the value of $c_{1}$ and $c_{2}$ manually.