A survey of bias in Machine Learning through the prism of Statistical Parity for the Adult Data Set

Philippe Besse, Eustasio del Barrio, Paula Gordaliza +2

Applications based on Machine Learning models have now become an indispensable part of the everyday life and the professional world. A critical question then recently arised among…