Multi-View Causal Discovery without Non-Gaussianity: Identifiability and Algorithms
A multi-view linear Structural Equation Model (SEM) is proposed that extends the well-known framework of non-Gaussian disturbances by alternatively leveraging correlation over views and proves the identifiability of the model for acyclic SEMs.
Ambroise Heurtebise, Omar Chehab, Pierre Ablin et al.
· 0 citations