Asymptotic optimality for active learning processes

Xueying Zhan, Yaowei Wang, Antoni B. Chan

Abstract: Active Learning (AL) aims to optimize basic learned model(s) iteratively by selecting and annotating unlabeled data samples that are deemed to best maximise the model performance with minimal requi...