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2026
PURGE: Projected Unlearning via Retain-Guided Erasure
PURGE is a novel machine unlearning algorithm that leverages the duality between continual learning and unlearning to achieve high data retention while making the unlearned model indistinguishable from a model retrained from scratch.
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