Generalized Criterion for Identifiability of Additive Noise Models Using Majorization

Aramayis Dallakyan, Yang Ni

The discovery of causal relationships from observational data is very challenging. Many recent approaches rely on complexity or uncertainty concepts to impose constraints on probab…