Search Results for author: William Cai

Found 1 papers, 0 papers with code

Adaptive Sampling Strategies to Construct Equitable Training Datasets

no code implementations31 Jan 2022 William Cai, Ro Encarnacion, Bobbie Chern, Sam Corbett-Davies, Miranda Bogen, Stevie Bergman, Sharad Goel

In domains ranging from computer vision to natural language processing, machine learning models have been shown to exhibit stark disparities, often performing worse for members of traditionally underserved groups.

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