On the Accuracy of Influence Functions for Measuring Group Effects

Pang Wei Koh, Kai-Siang Ang, Hubert H. K. Teo +1

Influence functions estimate the effect of removing a training point on a model without the need to retrain. They are based on a first-order Taylor approximation that is guaranteed…