Characterizing and Identifying Separable Graphical Models
By Christopher Meek · Paper · stat.ML
We study a broad class of graphical models whose independencies correspond to vertex separation in mixed graphs with directed, undirected, and bidirected edges, that are capable of encoding independence structures arising from feedback, latent and selection mechanisms. In particu