PURGE: Projected Unlearning via Retain-Guided Erasure

Vedant Jawandhia, Daksh Ahuja, Ghufran Alam Siddiqui +3

We propose PURGE, a machine unlearning algorithm built on a simple but an under-exploited observation: continual learning (CL) and machine unlearning (MU) which are fundamentally d…