Review for NeurIPS paper: DAGs with No Fears: A Closer Look at Continuous Optimization for Learning Bayesian Networks

Neural Information Processing Systems 

After discussions, there has been consensus that the paper's ideas deserve publication, even though they are somewhat incremental and without guarantees, as they build on NOTEARS. It has been appreciated the discussion on the issues with NOTEARS and an attempt to improve on them.