Multiple-criteria Based Active Learning with Fixed-size Determinantal Point Processes

Xueying Zhan, Qing Li, Antoni B. Chan

Active learning aims to achieve greater accuracy with less training data by selecting the most useful data samples from which it learns. Single-criterion based methods (i.e., infor…