The Sensitivity of Counterfactual Fairness to Unmeasured Confounding

This repo contains the code for the paper

The Sensitivity of Counterfactual Fairness to Unmeasured Confounding

published at UAI 2019 arxiv

All code lives in the src folder with experiment runs fully specified by the json config files in src/experiments. Provide the path to the config file to the main run.py. For example, navigate to the src directory and run

python3 run.py --path experiments/config_lawschool.json

The results will be written to the path specified in the config file (data/results/ by default).