Rethinking Data Shapley for Data Selection Tasks: Misleads and Merits

Jiachen T. Wang, Tianji Yang, James Zou +2

Data Shapley provides a principled approach to data valuation and plays a crucial role in data-centric machine learning (ML) research. Data selection is considered a standard appli…