Group-invariant Coresets for Data-efficient Active Learning

L. C. Ayres, J. C. M. Bermudez, S. J. M. de Almeida +1

Active learning reduces labeling cost by querying the most informative unlabeled samples, but standard coreset methods ignore known data symmetries and can waste budget on transfor…