Bias Mitigation for Machine Learning Classifiers: A Comprehensive Survey

Max Hort, Zhenpeng Chen, Jie M. Zhang +2

This paper provides a comprehensive survey of bias mitigation methods for achieving fairness in Machine Learning (ML) models. We collect a total of 341 publications concerning bias…