Bursting the Burden Bubble? An Assessment of Sharma et al.'s Counterfactual-based Fairness Metric

Yochem van Rosmalen, Florian van der Steen, Sebastiaan Jans +1

Machine learning has seen an increase in negative publicity in recent years, due to biased, unfair, and uninterpretable models. There is a rising interest in making machine learnin…