Direct Estimation of Differences in Causal Graphs

Yuhao Wang, Chandler Squires, Anastasiya Belyaeva, Caroline Uhler

Neural Information Processing Systems 

We consider the problem of estimating the differences between two causal directed acyclic graph (DAG) models with a shared topological order given i.i.d.