Contrastive Fairness in Machine Learning

Tapabrata Chakraborti, Arijit Patra, Alison Noble

Was it fair that Harry was hired but not Barry? Was it fair that Pam was fired instead of Sam? How can one ensure fairness when an intelligent algorithm takes these decisions inste…