Refined Coreset Selection: Towards Minimal Coreset Size under Model Performance Constraints

Xiaobo Xia, Jiale Liu, Shaokun Zhang +3

Coreset selection is powerful in reducing computational costs and accelerating data processing for deep learning algorithms. It strives to identify a small subset from large-scale…