Wei-Ming Liu

BAMFair: Barycenter Aligned Mediation for Fairness Across Multiple Sensitive Attributes

Achieving fairness in machine learning models while maintaining high accuracy is an important but complex task, especially when handling multiple sensitive attributes. Traditional fairness methods often struggle to eliminate bias within subgroups divided by sensitive attributes. Several key challenges have been identif...