Novel Batch Active Learning Approach and Its Application to Synthetic Aperture Radar Datasets

James Chapman, Bohan Chen, Zheng Tan +3

Active learning improves the performance of machine learning methods by judiciously selecting a limited number of unlabeled data points to query for labels, with the aim of maximal…