Model Mis-specification and Algorithmic Bias

Runshan Fu, Yangfan Liang, Peter Zhang

Machine learning algorithms are increasingly used to inform critical decisions. There is a growing concern about bias, that algorithms may produce uneven outcomes for individuals i…