Non-linear Causal Inference using Gaussianity Measures

Daniel Hernández-Lobato, Pablo Morales-Mombiela, David Lopez-Paz +1

We provide theoretical and empirical evidence for a type of asymmetry between causes and effects that is present when these are related via linear models contaminated with additive…