09ab23b6b607496f095feed7aaa1259b-AuthorFeedback.pdf

We cordially thank the reviewers for their time and thoughtful comments. Javanmard and Montanari paper we cited has a neurips 2013 version: "Confidence Intervals and Hypothesis Thank you for the suggestions. However, the reviewer is right that the we should make this point clearer in the revised version. Support recovery: the variable selection problem might be interpreted as support recovery. In contrast, FDR may be considered as a softer criterion for the quality of support recovery. Exact support recovery is not asymptotically feasible in the regime we consider.