Junsuk Choe

NegMerge: Sign-Consensual Weight Merging for Machine Unlearning

2024 · arXiv (Cornell University)

Machine unlearning aims to selectively remove specific knowledge from a trained model. Existing approaches, such as Task Arithmetic, fine-tune the model on the forget set to create a task vector (i.e., a direction in weight …