Generalization in anti-causal learning

Niki Kilbertus, Giambattista Parascandolo, Bernhard Schölkopf

The ability to learn and act in novel situations is still a prerogative of animate intelligence, as current machine learning methods mostly fail when moving beyond the standard i.i…