Towards Understanding the Behaviors of Optimal Deep Active Learning Algorithms

Yilun Zhou, Adithya Renduchintala, Xian Li +3

Active learning (AL) algorithms may achieve better performance with fewer data because the model guides the data selection process. While many algorithms have been proposed, there…