Probabilistic Active Learning of Functions in Structural Causal Models

Paul K. Rubenstein, Ilya Tolstikhin, Philipp Hennig +1

We consider the problem of learning the functions computing children from parents in a Structural Causal Model once the underlying causal graph has been identified. This is in some…