Fairness-aware Configuration of Machine Learning Libraries

Saeid Tizpaz-Niari, Ashish Kumar, Gang Tan +1

This paper investigates the parameter space of machine learning (ML) algorithms in aggravating or mitigating fairness bugs. Data-driven software is increasingly applied in social-c…