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stat.AP2024
A Simple, Statistically Robust Test of Discrimination
Johann D. Gaebler, Sharad Goel
In observational studies of discrimination, the most common statistical approaches consider either the rate at which decisions are made (benchmark tests) or the success rate of tho…
stat.AP2024★ 4 cited
Auditing the Use of Language Models to Guide Hiring Decisions
Johann D. Gaebler, Sharad Goel, Aziz Huq +1
Regulatory efforts to protect against algorithmic bias have taken on increased urgency with rapid advances in large language models (LLMs), which are machine learning models that c…