Weizhuo Gao

Boundary Unlearning: Rapid Forgetting of Deep Networks via Shifting the Decision Boundary

The practical needs of the "right to be forgotten" and poisoned data removal call for efficient machine unlearning techniques, which enable machine learning models to unlearn, or to forget a fraction of training data and its lineage. Recent studies on machine unlearning for deep neural networks (DNN…