Automated discovery of trade-off between utility, privacy and fairness in machine learning models

Bogdan Ficiu, Neil D. Lawrence, Andrei Paleyes

Machine learning models are deployed as a central component in decision making and policy operations with direct impact on individuals' lives. In order to act ethically and comply…