466 citations · 568 across the 13 of their papers we have counts for
3 papers · 1 filter
AI-written admissions essays are widespread but penalized
Calvin Isley, Johann D. Gaebler, Sharad Goel
AI is rapidly transforming higher education, including the application process, yet relatively little is known about its use and consequences. To help close this gap, we analyze ne…
Fair Allocation through Selective Information Acquisition
William Cai, Johann Gaebler, Nikhil Garg +1
Public and private institutions must often allocate scare resources under uncertainty. Banks, for example, extend credit to loan applicants based in part on their estimated likelih…
The Measure and Mismeasure of Fairness
Sam Corbett-Davies, Johann D. Gaebler, Hamed Nilforoshan +2
The field of fair machine learning aims to ensure that decisions guided by algorithms are equitable. Over the last decade, several formal, mathematical definitions of fairness have…