Zenglin Shi

Geometric Active Learning via Enclosing Ball Boundary

2018 · arXiv (Cornell University)

Active Learning (AL) requires learners to retrain the classifier with the minimum human supervisions or labeling in the unlabeled data pool when the current training set is not enough. However, general AL sampling strategies with …