Direct Acquisition Optimization for Low-Budget Active Learning

Zhuokai Zhao, Yibo Jiang, Yuxin Chen

Active Learning (AL) has gained prominence in integrating data-intensive machine learning (ML) models into domains with limited labeled data. However, its effectiveness diminishes…