Virgile Dine

Improving Unlearning with Model Updates Probably Aligned with Gradients

2025

We formulate the machine unlearning problem as a general constrained optimization problem. It unifies the first-order methods from the approximate machine unlearning literature. This paper then introduces the concept of feasible updates as the model’s …