AINeutralarXiv – CS AI · 4h ago6/10
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Orthogonal Subspace Projection for Continual Machine Unlearning via SVD-Based LoRA
Researchers propose an SVD-based orthogonal subspace projection method for continual machine unlearning that prevents interference between sequential deletion tasks in neural networks. The approach maintains model performance on retained data while effectively removing influence of unlearned data, addressing a critical limitation of naive LoRA fusion methods.