3ce257b311e5acf849992f5a675188e8-AuthorFeedback.pdf

We thank the reviewers for the positive comments and useful feedback. We provide responses to the main comments. Connections to Cotter et al: There are two main differences between our paper and Cotter et al. (2019a;b): Code: We will make Tensorflow code available. We will include a discussion on surrogates in Section 2. Non-Differentiable Constraints with Applications to Fairness, Recall, Churn, and Other Goals.