Understanding Collections of Related Datasets Using Dependent MMD Coresets

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) coreset can provide interpretable s...

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Manylion Llyfryddiaeth
Prif Awduron: Sinead A. Williamson, Jette Henderson
Fformat: Erthygl
Iaith:English
Cyhoeddwyd: MDPI AG 2021-09-01
Cyfres:Information
Pynciau:
Mynediad Ar-lein:https://www.mdpi.com/2078-2489/12/10/392