Implementations of 'InfoFair: Information-Theoretic Intersectional Fairness', IEEE BigData'22
Main dependency: pytorch
Tested under python 3.8.13, pytorch 1.12.1
Go to src/ folder and run the following code:
python train_infofair.py
If you find this repository useful, please kindly cite the following paper:
@inproceedings{kang2022infofair,
title={InfoFair: Information-Theoretic Intersectional Fairness},
author={Kang, Jian and Xie, Tiankai and Wu, Xintao and Maciejewski, Ross and Tong, Hanghang},
booktitle={2022 IEEE International Conference on Big Data (Big Data)},
pages={1455--1464},
year={2022},
organization={IEEE}
}