Before revision:  For the setting of convex losses, we provide an unlearning algorithm that can delete up to O(n/d^{1/4}) samples, where d is the problem dimension.
After revision:  For the setting of convex losses, we provide an unlearning algorithm that can unlearn up to O(n/d^{1/4}) samples, where d is the problem dimension.