Justifying additive-noise-model based causal discovery via algorithmic information theory

Dominik Janzing, Bastian Steudel

A recent method for causal discovery is in many cases able to infer whether X causes Y or Y causes X for just two observed variables X and Y. It is based on the observation that th…