Fu, Runshan; Aseri, Manmohan; Singh, Param Vir; … - 2021
Machine Learning algorithms are becoming widely deployed in real world decision-making. Ensuring fairness in … algorithmic decision-making is a crucial policy issue. Current legislation ensures fairness by barring algorithm designers from … using demographic information in their decision-making. As a result, the algorithms need to ensure equal treatment to be …