Sinead A. Williamson

Understanding Collections of Related Datasets Using Dependent MMD Coresets

2021 · MDPI (MDPI AG)

Understanding how two datasets differ can help us determine whether one dataset under-represents certain sub-populations, and provides insights into how well models will generalize across datasets. Representative points selected by a maximum mean discrepancy (MMD) …