Assessing Gender Bias in Predictive Algorithms using eXplainable AI

Cristina Manresa-Yee, Silvia Ramis

Predictive algorithms have a powerful potential to offer benefits in areas as varied as medicine or education. However, these algorithms and the data they use are built by humans,…