SAFER is a continual unlearning method that prevents progressive accuracy loss on retain data and reversal of forgetting by enforcing representation stability and negative logit margins.
What makes unlearning hard and what to do about it
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Robust Continual Unlearning against Knowledge Erosion and Forgetting Reversal
SAFER is a continual unlearning method that prevents progressive accuracy loss on retain data and reversal of forgetting by enforcing representation stability and negative logit margins.