Boosting Active Learning via Improving Test Performance

Tianyang Wang, Xingjian Li, Pengkun Yang +5

Central to active learning (AL) is what data should be selected for annotation. Existing works attempt to select highly uncertain or informative data for annotation. Nevertheless,…