Causal Interventions for Fairness

Matt J. Kusner, Chris Russell, Joshua R. Loftus +1

Most approaches in algorithmic fairness constrain machine learning methods so the resulting predictions satisfy one of several intuitive notions of fairness. While this may help pr…