AdaStop: Cost-Aware Early Stopping for DNN Test Selection

Bonan Shen, Wei-Jung Huang, Xin Liu +2

Existing methods for testing deep neural networks (DNNs) primarily prioritize test inputs likely to reveal model faults under a fixed labeling budget. In practice, choosing that bu…