Algorithm Selection for Deep Active Learning with Imbalanced Datasets

Jifan Zhang, Shuai Shao, Saurabh Verma +1

Label efficiency has become an increasingly important objective in deep learning applications. Active learning aims to reduce the number of labeled examples needed to train deep ne…