Yong-Feng Ge

LMCleaner: Efficient and Certified Online Unlearning via Influence Propagation Truncation

Existing machine unlearning methods primarily focus on removing data influence after training completes, which is effective for many scenarios, but a complementary capability is needed when removal requests arise during ongoing training. We propose LMCleaner, an efficient and certified \emph{online}…