Bias Mitigation Methods for Binary Classification Decision-Making Systems: Survey and Recommendations

Madeleine Waller, Odinaldo Rodrigues, Oana Cocarascu

Bias mitigation methods for binary classification decision-making systems have been widely researched due to the ever-growing importance of designing fair machine learning processe…