Learning Representations for Counterfactual Inference

Fredrik D. Johansson, Uri Shalit, David Sontag

Abstract: Observational studies are rising in importance due to the widespread accumulation of data in fields such as healthcare, education, employment and ecology. We consider the task of answering counterf...