Class Unlearning via Depth-Aware Removal of Forget-Specific Directions

Arman Hatami, Romina Aalishah, Ilya E. Monosov

Machine unlearning aims to remove targeted knowledge from a trained model without the cost of retraining from scratch. In class unlearning, however, reducing accuracy on forget cla…