Machine Unlearning as Private Retroactive Algorithms

Haim Kaplan, Refael Kohen, Yishay Mansour +2

Machine unlearning typically aims to emulate retraining from scratch: upon a deletion request, the unlearning algorithm should produce an outcome that would have been obtained had…