paper to be clearly written, technically sound, and the results to be of interest to the (fair) ML community

We thank the reviewers for their thorough and positive reviews. We will of course incorporate all the suggested edits by the reviewers as well as more clarifications. We will restate the theorem statement so it would state precisely what is proven. In this paper, we chose to derive the generalization bounds using Graph dimension and VC-dimension. Thank you for your positive review.