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Congratulations to my great students Arman Hatami and Romina Aalishah on their new study of machine unlearning and forgetting accepted. arxiv.org/abs/2604.15166 This has had clear implications for ML and neuroscience (albeit from different angles), and we continue this work in both disciplines….
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Machine unlearning aims to remove targeted knowledge from a trained model without the cost of retraining from scratch. In class unlearning, however, reducing accuracy on forget classes does not necess...
arxiv.org
Class Unlearning via Depth-Aware Removal of Forget-Specific Directions
Monosov Lab