Maxwell J. Yin

MABR: Multilayer Adversarial Bias Removal Without Prior Bias Knowledge

Models trained on real-world data often mirror and exacerbate existing social biases. Traditional methods for mitigating these biases typically require prior knowledge of the specific biases to be addressed, and the social groups associated with each instance. In this paper, we introduce a novel adv…