Heinze-Deml, Christina; Peters, Jonas; Meinshausen, Nicolai - In: Journal of Causal Inference 6 (2018) 2
Abstract An important problem in many domains is to predict how a system will respond to interventions. This task is inherently linked to estimating the system’s underlying causal structure. To this end, Invariant Causal Prediction (ICP) [ 1 ] has been proposed which learns a causal model...