Variance-Reduced $(\epsilon ,\delta )-$Unlearning using Forget Set Gradients

Martin Van Waerebeke, Marco Lorenzi, Kevin Scaman +2

In machine unlearning, $(\epsilon ,\delta )-$unlearning is a popular framework that provides formal guarantees on the effectiveness of the removal of a subset of training data, the for…