Group invariance principles for causal generative models

Michel Besserve, Naji Shajarisales, Bernhard Schölkopf +1

The postulate of independence of cause and mechanism (ICM) has recently led to several new causal discovery algorithms. The interpretation of independence and the way it is utilize…