Learning Overlapping Representations for the Estimation of Individualized Treatment Effects

Yao Zhang, Alexis Bellot, Mihaela van der Schaar

The choice of making an intervention depends on its potential benefit or harm in comparison to alternatives. Estimating the likely outcome of alternatives from observational data i…