53 citations · 64 across the 2 of their papers we have counts for
3 papers
cs.CY2022★ 11 cited
The Theory of Artificial Immutability: Protecting Algorithmic Groups Under Anti-Discrimination Law
Sandra Wachter
Artificial Intelligence (AI) is increasingly used to make important decisions about people. While issues of AI bias and proxy discrimination are well explored, less focus has been…
cs.AI2020★ 53 cited
Why Fairness Cannot Be Automated: Bridging the Gap Between EU Non-Discrimination Law and AI
Sandra Wachter, Brent Mittelstadt, Chris Russell
This article identifies a critical incompatibility between European notions of discrimination and existing statistical measures of fairness. First, we review the evidential require…
cs.AI2018
Explaining Explanations in AI
Brent Mittelstadt, Chris Russell, Sandra Wachter
Recent work on interpretability in machine learning and AI has focused on the building of simplified models that approximate the true criteria used to make decisions. These models…