Optimal Sample Selection Through Uncertainty Estimation and Its Application in Deep Learning

Yong Lin, Chen Liu, Chenlu Ye +3

Modern deep learning heavily relies on large labeled datasets, which often comse with high costs in terms of both manual labeling and computational resources. To mitigate these cha…