main remarks regarding baseline, scalability, complexity and the full batch setting in the following paragraphs

We thank the reviewers for the valuable comments and suggestions made. The reviewers' main concern is the lack of RQVI procedure led to computational instability). GLM, BNN) and five datasets (Boston, Fires, Life Expect., Frisk and Metro) with learning rate analysis. We do not claim that this method is suitable for high dimensional posteriors. It is accurate that the method will not be viable without this property.