Why Forget-Only Unlearning Needs Memorization

Luka Radić, Vikrant Singhal, Amartya Sanyal

Machine unlearning asks for a deletion algorithm whose output is close to retraining from scratch without the selected forget examples. In this work, we study forget-only unlearnin…