Greedy Causal Discovery is Geometric

no code implementations • 5 Mar 2021 • Svante Linusson, Petter Restadh, Liam Solus

We show that the moves of the aforementioned algorithms are included within classes of edges of $\operatorname{CIM}_p$ and that restrictions placed on the skeleton of the candidate DAGs correspond to faces of $\operatorname{CIM}_p$.

Causal Discovery Statistics Theory Combinatorics Statistics Theory