Generalization bound for estimating causal effects from observational network data

8 August 2023

Papers citing "Generalization bound for estimating causal effects from observational network data"

6 / 6 papers shown

Title
Learning Exposure Mapping Functions for Inferring Heterogeneous Peer Effects Shishir Adhikari Sourav Medya Elena Zheleva CML 39 0 0 03 Mar 2025
Causal Effect Estimation under Networked Interference without Networked Unconfoundedness Assumption Weilin Chen Ruichu Cai Jie Qiao Yuguang Yan José Miguel Hernández-Lobato CML 66 0 0 27 Feb 2025
Optimizing Treatment Allocation in the Presence of Interference Daan Caljon Jente Van Belle Jeroen Berrevoets Wouter Verbeke 20 0 0 30 Sep 2024
Estimating Peer Direct and Indirect Effects in Observational Network Data Xiaojing Du Jiuyong Li Debo Cheng Lin Liu Wentao Gao Xiongren Chen CML 23 4 0 21 Aug 2024
Doubly Robust Causal Effect Estimation under Networked Interference via Targeted Learning Weilin Chen Ruichu Cai Zeqin Yang Jie Qiao Yuguang Yan Zijian Li Zhifeng Hao CML 37 7 0 06 May 2024
Learning Representations for Counterfactual Inference Fredrik D. Johansson Uri Shalit David Sontag CML OOD BDL 223 719 0 12 May 2016