Unmerge: Efficient Machine Unlearning via Task Arithmetic

Haoran Tang, Andrew Tan, Rajiv Khanna

Approximate machine unlearning seeks to remove the influence of a forget set from a trained model without full retraining. Existing gradient-based methods require data-dependent hy…