- Suresh and Guttag. 2020. A Framework
- Mitchell et al. 2021. Algoritmic Fairness
- Mehrabi et al. 2019. A Survey
- Bouwlaimi and Gebru. 2018. Gender Shades
- Lambrecht and Tucker. 2016. Algorithmic Bias?
- Velasquez et al. 2010. What is Ethics?
- Jo and Gebru. 2020. Lessons from archives
- Gebru et al. 2018. Datasheets for datasets
- Liu et al. 2018. Delayed impact
- 21 definitions of ‘fairness’ by Arvind Narayanan
- Kate Crawford’s NIPS 2017 Keynote The trouble with bias