1. Recsys challenge 2017: offline and online evaluation;Abel,2017
2. A reductions approach to fair classification;Agarwal,2018
3. Machine bias: there's software used across the country to predict future criminals. And it's biased against blacks;Angwin;ProPublica,2016
4. Fairness in Machine Learning;Barocas,2019
5. Fairness in criminal justice risk assessments: the state of the art;Berk;Sociol. Methods Res.,2018