A Robust Certified Machine Unlearning Method Under Distribution Shift

Jinduo Guo, Yinzhi Cao

The Newton method has been widely adopted to achieve certified unlearning. A critical assumption in existing approaches is that the data requested for unlearning are selected i.i.d…