Adaptive Sampling Strategies to Construct Equitable Training Datasets

William Cai, Ro Encarnacion, Bobbie Chern, Sam Corbett-Davies, Miranda Bogen, Stevie Bergman, Sharad Goel. Adaptive Sampling Strategies to Construct Equitable Training Datasets. In FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21 - 24, 2022. pages 1467-1478, ACM, 2022. [doi]

Authors

William Cai

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Ro Encarnacion

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Bobbie Chern

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Sam Corbett-Davies

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Miranda Bogen

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Stevie Bergman

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Sharad Goel

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