Subtract the Corruption: Training-Data-Free Corrective Machine Unlearning using Task Arithmetic

Mostafa Mozafari, Farooq Ahmad Wani, Maria Sofia Bucarelli +1

Corrupted training data are ubiquitous. Corrective Machine Unlearning (CMU) seeks to remove the influence of such corruption post-training. Prior CMU typically assumes access to id…