565 citations · 837 across the 31 of their papers we have counts for
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cs.CY2019★ 30 cited
On the Legal Compatibility of Fairness Definitions
Alice Xiang, Inioluwa Deborah Raji
Past literature has been effective in demonstrating ideological gaps in machine learning (ML) fairness definitions when considering their use in complex socio-technical systems. Ho…
cs.LG2019
Explainable Machine Learning in Deployment
Umang Bhatt, Alice Xiang, Shubham Sharma +7
Explainable machine learning offers the potential to provide stakeholders with insights into model behavior by using various methods such as feature importance scores, counterfactu…