8 citations · 13 across the 5 of their papers we have counts for
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cs.LG2023
Designing Equitable Algorithms
Alex Chohlas-Wood, Madison Coots, Sharad Goel +1
Predictive algorithms are now used to help distribute a large share of our society's resources and sanctions, such as healthcare, loans, criminal detentions, and tax audits. Under…
cs.LG2021★ 8 cited
Learning to be Fair: A Consequentialist Approach to Equitable Decision-Making
Alex Chohlas-Wood, Madison Coots, Henry Zhu +2
In an attempt to make algorithms fair, the machine learning literature has largely focused on equalizing decisions, outcomes, or error rates across race or gender groups. To illust…