Batch Active Learning from the Perspective of Sparse Approximation

Maohao Shen, Bowen Jiang, Jacky Yibo Zhang +1

Active learning enables efficient model training by leveraging interactions between machine learning agents and human annotators. We study and propose a novel framework that formul…