Review for NeurIPS paper: Robust, Accurate Stochastic Optimization for Variational Inference

The reviewers have pointed out a variety of areas where the paper can be improved. I feel that the authors can address these points in modifying their manuscript for the camera ready, especially by inserting a discussion about how their work ties into Dieuleveut, A., Durmus, A. & Bach, F. (2020). I encourage them to also implement the reviewers other concerns.