Search Results for author: Seyedeh Baharan Khatami

Found 1 papers, 0 papers with code

Graph Neural Network based Double Machine Learning Estimator of Network Causal Effects

no code implementations17 Mar 2024 Seyedeh Baharan Khatami, Harsh Parikh, Haowei Chen, Sudeepa Roy, Babak Salimi

Our paper addresses the challenge of inferring causal effects in social network data, characterized by complex interdependencies among individuals resulting in challenges such as non-independence of units, interference (where a unit's outcome is affected by neighbors' treatments), and introduction of additional confounding factors from neighboring units.

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