Causal inference for social network data

Causal inference for social network data

23 May 2017

Elizabeth L. Ogburn

M. J. van der Laan

Papers citing "Causal inference for social network data"

13 / 13 papers shown

Title
Bayesian Estimation of Causal Effects Using Proxies of a Latent Interference Network Bar Weinstein Daniel Nevo CML 23 0 0 13 May 2025
Causally Fair Node Classification on Non-IID Graph Data Yucong Dai Lu Zhang Yaowei Hu Susan Gauch Yongkai Wu FaML 50 0 0 03 May 2025
Double Machine Learning for Causal Inference under Shared-State Interference Chris Hays Manish Raghavan CML 56 0 0 10 Apr 2025
Treatment Effect Estimation with Observational Network Data using Machine Learning Corinne Emmenegger Meta-Lina Spohn Timon Elmer Peter Buhlmann CML 67 3 1 20 Jan 2025
Network Causal Effect Estimation In Graphical Models Of Contagion And Latent Confounding Yufeng Wu Rohit Bhattacharya CML 47 0 0 02 Nov 2024
Privacy Aware Experiments without Cookies Shiv Shankar Ritwik Sinha Saayan Mitra Viswanathan Swaminathan Sridhar Mahadevan Moumita Sinha 16 4 0 03 Nov 2022
Learning Individual Treatment Effects under Heterogeneous Interference in Networks Ziyu Zhao Yuqi Bai Kun Kuang Ruoxuan Xiong Fei Wu CML 26 6 0 25 Oct 2022
Estimating Social Influence from Observational Data Dhanya Sridhar Caterina De Bacco David M. Blei 32 3 0 24 Mar 2022
Evaluation Methods and Measures for Causal Learning Algorithms Lu Cheng Ruocheng Guo Raha Moraffah Paras Sheth K. S. Candan Huan Liu CML ELM 29 51 0 07 Feb 2022
Design and Analysis of Bipartite Experiments under a Linear Exposure-Response Model Christopher Harshaw Fredrik Sävje David Eisenstat Vahab Mirrokni Jean Pouget-Abadie 38 34 0 11 Mar 2021
Sequential causal inference in a single world of connected units Aurélien F. Bibaut M. Petersen N. Vlassis Maria Dimakopoulou Mark van der Laan CML OffRL 29 9 0 18 Jan 2021
Causal Inference under Networked Interference and Intervention Policy Enhancement Yunpu Ma Volker Tresp CML 39 41 0 20 Feb 2020
Policy Targeting under Network Interference Davide Viviano 38 33 0 24 Jun 2019