Neural Dynamic Data Valuation via Stochastic State-Adjoint Trajectories

Zhangyong Liang, Ji Zhang, Huanhuan Gao

Classical data valuation defines a data point's value through the finite marginal contribution $U(C\cup \{i\})-U(C)$, but estimating this quantity over coalitions requires repeated…