Review for NeurIPS paper: A Contour Stochastic Gradient Langevin Dynamics Algorithm for Simulations of Multi-modal Distributions

Neural Information Processing Systems 

The paper presents valuable theoretical and empirical evidence for a novel algorithm. The AC is confident this represents valuable work but was a bit torn about the acceptance decision, as the reviewers point out several important avenues where improvement in the paper is needed.