Error Estimate and Convergence Analysis for Data Valuation

Zhangyong Liang, Huanhuan Gao, Ji Zhang

Data valuation quantifies data importance, but existing methods cannot ensure validity in a single training process. The neural dynamic data valuation (NDDV) method [3] addresses t…