We thank the reviewers for their kind comments, and for their consensus view that our approach of porting decision

We agree with the reviewer that human risk measures are not necessarily fair. Whether this will lead to a "fairer" model is what We thank the reviewer for pointing out the work of Agarwal et. In contrast to EHRM, the authors' method requires access to an explicit set of protected attributes during training. Our primary goal is to introduce CPT inspired risk measures and study the consequences of its use within ML. EHRM is an interesting open problem.