Is Data Valuation Learnable and Interpretable?

Ou Wu, Weiyao Zhu, Mengyang Li

Measuring the value of individual samples is critical for many data-driven tasks, e.g., the training of a deep learning model. Recent literature witnesses the substantial efforts i…