Assessing Classifier Fairness with Collider Bias

Zhenlong Xu, Ziqi Xu, Jixue Liu +5

The increasing application of machine learning techniques in everyday decision-making processes has brought concerns about the fairness of algorithmic decision-making. This paper c…