Yashar Mehdad

Towards Understanding the Behaviors of Optimal Deep Active Learning Algorithms

2020 · arXiv (Cornell University)

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 is little study on what the optimal AL algorithm …