concerns and questions raised by Reviewers 2 and 4

Neural Information Processing Systems 

We would like to thank all the four reviewers for their comments. Theorem 3 only provides a generalization bound. The above-mentioned conditions are very general, but at the same time very implicit. Reviewer is correct and notations w.r.t.