Adaptive Sampling Strategies to Construct Equitable Training Datasets

William Cai, Ro Encarnacion, Bobbie Chern +4

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…