Fig. 8

Different definitions of Markovianity. A process that is Markovian according to ref. 16, e.g. for the DAG on the left, is generally described by a DAG with a latent node (filled node in the DAG on the right) according to the definition of Markovianity of ref. 15 on which our algorithm is based. Credits: C. Giarmatzi