Gradient Concentration, Not Weight Saliency, Explains Representation-Level Class Unlearning

Billel Habbati, Alessio Merlo, Luca Verderame +1

Machine unlearning aims to remove the influence of specific training data while preserving model utility. Many state-of-the-art approaches pursue this goal by restricting the forge…