Doubly Robust Causal Effect Estimation under Networked Interference via
Targeted Learning

Doubly Robust Causal Effect Estimation under Networked Interference via Targeted Learning

6 May 2024

Zijian Li

Papers citing "Doubly Robust Causal Effect Estimation under Networked Interference via Targeted Learning"

7 / 7 papers shown

Title
Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective Hechuan Wen Tong Chen Mingming Gong Li Kheng Chai S. Sadiq Hongzhi Yin CML 56 0 0 08 May 2025
Learning Exposure Mapping Functions for Inferring Heterogeneous Peer Effects Shishir Adhikari Sourav Medya Elena Zheleva CML 37 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 60 0 0 27 Feb 2025
Nonparametric Heterogeneous Long-term Causal Effect Estimation via Data Combination Weilin Chen Ruichu Cai Junjie Wan Zeqin Yang José Miguel Hernández-Lobato 51 1 0 26 Feb 2025
Causal GNNs: A GNN-Driven Instrumental Variable Approach for Causal Inference in Networks Xiaojing Du Feiyu Yang Wentao Gao Xiongren Chen CML 32 1 0 13 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 16 4 0 21 Aug 2024
Learning Representations for Counterfactual Inference Fredrik D. Johansson Uri Shalit David Sontag CML OOD BDL 210 719 0 12 May 2016