If you use this software please cite the following publication:
@inproceedings{lohaus2020,
title={Too Relaxed to Be Fair},
author={Lohaus, Michael and Perrot, Micha{\"e}l and von Luxburg, Ulrike},
booktitle={International Conference on Machine Learning},
year={2020}
}
You can install SearchFair by cloning the repository and running the setup file:
git clone https://github.com/mlohaus/SearchFair.git
cd SearchFair
python setup.py install
We provide the following two examples on real data and toy data.