Practical Approaches for Fair Learning with Multitype and Multivariate Sensitive Attributes

Tennison Liu, Alex J. Chan, Boris van Breugel +1

It is important to guarantee that machine learning algorithms deployed in the real world do not result in unfairness or unintended social consequences. Fair ML has largely focused…