Estimating Training Data Influence by Tracing Gradient Descent

Garima Pruthi, Frederick Liu, Mukund Sundararajan +1

We introduce a method called TracIn that computes the influence of a training example on a prediction made by the model. The idea is to trace how the loss on the test point changes…