Appendix - " Learning Causal Effects via Weighted Empirical Risk Minimization " Notations

The following notations are used throughout this paper. We demonstrate the application of Algo. 1 using Examples 1 (Figure 1b), 2 (Figure 1a), and 3 (Figure 1b).