We Are Not Your Real Parents: Telling Causal from Confounded using MDL

David Kaltenpoth, Jilles Vreeken

Given data over variables $(X_1,...,X_m,Y)$ we consider the problem of finding out whether $X$ jointly causes $Y$ or whether they are all confounded by an unobserved latent variab…