Review for NeurIPS paper: Towards Scalable Bayesian Learning of Causal DAGs

Neural Information Processing Systems 

Weaknesses: The novelty of the paper is very limited. The ais authors concentrate on computational tricks, tries to improve the scalability of the algorithm. And they achieve some success. However, for NIPS paper I would expect not only to improve implementation of the algorithm but also some new concepts. I do not found any new ideas in that sense.