Fairness Violations and Mitigation under Covariate Shift

no code implementations • 2 Nov 2019 • Harvineet Singh, Rina Singh, Vishwali Mhasawade, Rumi Chunara

We study the problem of learning fair prediction models for unseen test sets distributed differently from the train set.

Domain Adaptation Fairness +2