Operationalizing Complex Causes: A Pragmatic View of Mediation

Limor Gultchin, David S. Watson, Matt J. Kusner, Ricardo Silva

Abstract: We examine the problem of causal response estimation for complex objects (e.g., text, images, genomics). In this setting, classical \emph{atomic} interventions are often not available (e.g., change...