Mitigating Algorithmic Bias in Multiclass CNN Classifications Using Causal Modeling

Min Sik Byun, Wendy Wan Yee Hui, Wai Kwong Lau

This study describes a procedure for applying causal modeling to detect and mitigate algorithmic bias in a multiclass classification problem. The dataset was derived from the FairF…