Lee, Michelle Seng Ah; Floridi, Luciano; Singh, Jatinder - 2021
There is growing concern that decision-making informed by machine learning (ML) algorithms may unfairly discriminate based on personal demographic attributes, such as race and gender. Scholars have responded by introducing numerous mathematical definitions of fairness to test the algorithm, many...