Decision Making with Differential Privacy under a Fairness Lens

Ferdinando Fioretto, Cuong Tran, Pascal Van Hentenryck

Agencies, such as the U.S. Census Bureau, release data sets and statistics about groups of individuals that are used as input to a number of critical decision processes. To conform…