Causality, Causal Inference, Philosophy Of Science, Ethical Ai, Mediation Analysis.
entirely on its own. The branch of machine learning that is concerned with learning causal models from data is called causal representation learning [2]. It also often makes sense to learn causal mechanisms together with the causal variables themselves (feature, object extraction) within an