1. Serge Assaad , Shuxi Zeng , Chenyang Tao , Shounak Datta , Nikhil Mehta , Ricardo Henao , Fan Li , and Lawrence Carin . 2021 . Counterfactual representation learning with balancing weights . In International Conference on Artificial Intelligence and Statistics. PMLR , 1972--1980. Serge Assaad, Shuxi Zeng, Chenyang Tao, Shounak Datta, Nikhil Mehta, Ricardo Henao, Fan Li, and Lawrence Carin. 2021. Counterfactual representation learning with balancing weights. In International Conference on Artificial Intelligence and Statistics. PMLR, 1972--1980.
2. Graph Infomax Adversarial Learning for Treatment Effect Estimation with Networked Observational Data
3. Identification and Estimation of Treatment and Interference Effects in Observational Studies on Networks
4. Alison L Gibbs and Francis Edward Su. 2002. On choosing and bounding probability metrics . International statistical review , Vol. 70 , 3 ( 2002 ), 419--435. Alison L Gibbs and Francis Edward Su. 2002. On choosing and bounding probability metrics. International statistical review, Vol. 70, 3 (2002), 419--435.