Tutorial colab accompanying the following paper: Harikrishna Narasimhan, Andrew Cotter, Maya Gupta, Serena Wang, "Pairwise Fairness for Ranking and Regression", AAAI 2020.
You may open the notebook on Google Colab by clicking here.
The notebook decribes how one can train a monotone function under pairwise fairness constraints.