2 papers
math.ST2025
Cyclic functional causal models beyond unique solvability with a graph separation theorem
Carla Ferradini, Victor Gitton, V. Vilasini
Functional causal models (fCMs) specify functional dependencies between random variables associated to the vertices of a graph. In directed acyclic graphs (DAGs), fCMs are well-und…
quant-ph2025
Cyclic quantum causal modelling with a graph separation theorem
Carla Ferradini, Victor Gitton, V. Vilasini
Causal modelling frameworks link observable correlations to causal explanations, which is a crucial aspect of science. These models represent causal relationships through directed…