9ecff5455677b38d19f49ce658ef0608-AuthorFeedback.pdf

We thank the reviewers for their positive and constructive feedback. We address several points in the review below. The bias reduction technique in Section 5 is designed for DP-SGD with clipping. When it is applied to DP-SGD, the update rule is shown below. Typos: Thank you for pointing them out, we will correct the typos.