that our implementation will be a widely used tool for embedding convex optimization problems in end-to-end learning

Neural Information Processing Systems 

We thank the reviewers for their constructive feedback on our paper. We especially appreciate our reviewers' conviction Reviewers 1 and 2 found some of our explanations of ASA form and DPP difficult to follow. We will also explain the motivation for our ruleset (reviewer 1's guess is essentially correct). This is what we meant by our vague phrasing "jointly DCP ... [with] one We will separately explain how to reduce certain expressions in which parameters are multiplied together ( e.g., We will clarify this point. In the revision, we will make sure to clearly explain this.

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