Improving Unlearning with Model Updates Probably Aligned with Gradients

Virgile Dine, Teddy Furon, Charly Faure

We formulate the machine unlearning problem as a general constrained optimization problem. It unifies the first-order methods from the approximate machine unlearning literature. Th…