Sangamesh Kodge

SAP: Corrective Machine Unlearning with Scaled Activation Projection for Label Noise Robustness

Label corruption, where training samples are mislabeled due to non-expert annotation or adversarial attacks, significantly degrades model performance. Acquiring large, perfectly labeled datasets is costly, and retraining models from scratch is computationally expensive. To address this, we introduce…