Can I Trust My Fairness Metric? Assessing Fairness with Unlabeled Data and Bayesian Inference

Disi Ji, Padhraic Smyth, Mark Steyvers. Can I Trust My Fairness Metric? Assessing Fairness with Unlabeled Data and Bayesian Inference. In Hugo Larochelle, Marc'Aurelio Ranzato, Raia Hadsell, Maria-Florina Balcan, Hsuan-Tien Lin, editors, Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual. 2020. [doi]

Abstract

Abstract is missing.