A Some concentration results for uniform random variables

In this section, we present the proof of Theorem 3.3. In Section B.1, we provide the detail of the Section B.4 and completes the proof. B.2 Upper bound on T L). (26) The KKT condition suggests that the primal-dual optimal pair ( θ This section includes additional experiment results on applying ResMem to CIFAR100 dataset. In addition to the results already presented in Section 4.2, we also evaluate ResMem performance for Figure 4: Test(left)/Training (right) accuracy for different sample sizes. This section includes additional experiment results on applying ResMem to ImageNet dataset.