Graph Machine Learning based Doubly Robust Estimator for Network Causal Effects

Seyedeh Baharan Khatami, Harsh Parikh, Haowei Chen +2

We address the challenge of inferring causal effects in social network data. This results in challenges due to interference -- where a unit's outcome is affected by neighbors' trea…