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Average treatment effects in the presence of unknown interference

17 November 2017

Papers citing "Average treatment effects in the presence of unknown interference"

34 / 34 papers shown

Title
Bayesian Estimation of Causal Effects Using Proxies of a Latent Interference Network Bar Weinstein Daniel Nevo CML 45 0 0 13 May 2025
Double Machine Learning for Causal Inference under Shared-State Interference Chris Hays Manish Raghavan CML 78 0 0 10 Apr 2025
Local Interference: Removing Interference Bias in Semi-Parametric Causal Models Michael O'Riordan Ciarán M. Gilligan-Lee CML 61 1 0 24 Mar 2025
Treatment Effect Estimation with Observational Network Data using Machine Learning Corinne Emmenegger Meta-Lina Spohn Timon Elmer Peter Buhlmann CML 204 3 1 20 Jan 2025
Higher-Order Causal Message Passing for Experimentation with Complex Interference Mohsen Bayati Yuwei Luo William Overman Sadegh Shirani Ruoxuan Xiong 84 0 0 01 Nov 2024
Causal effect estimation under network interference with mean-field methods Sohom Bhattacharya Subhabrata Sen CML 74 2 0 28 Jul 2024
Estimating Treatment Effects under Recommender Interference: A Structured Neural Networks Approach Ruohan Zhan Shichao Han Yuchen Hu Zhenling Jiang BDL CML 78 5 0 20 Jun 2024
Be Aware of the Neighborhood Effect: Modeling Selection Bias under Interference Haoxuan Li Chunyuan Zheng Sihao Ding Peng Wu Zhi Geng Fuli Feng Xiangnan He CML 79 10 0 30 Apr 2024
On the admissibility of Horvitz-Thompson estimator for estimating causal effects under network interference Vishesh Karwa E. Airoldi CML 56 0 0 02 Dec 2023
Individualized Policy Evaluation and Learning under Clustered Network Interference Yi Zhang Kosuke Imai OffRL 239 1 0 04 Nov 2023
Causal Estimation of User Learning in Personalized Systems Evan Munro David Jones Jennifer Brennan Roland Nelet Vahab Mirrokni Jean Pouget-Abadie CML 109 2 0 01 Jun 2023
Evaluating Dynamic Conditional Quantile Treatment Effects with Applications in Ridesharing Ting Li C. Shi Zhaohua Lu Yi Li Hongtu Zhu 86 5 0 17 May 2023
Optimal transport and Wasserstein distances for causal models Patrick Cheridito Stephan Eckstein OT 93 7 0 24 Mar 2023
Neighborhood Adaptive Estimators for Causal Inference under Network Interference A. Belloni Fei Fang A. Volfovsky CML 171 7 0 07 Dec 2022
Network Synthetic Interventions: A Causal Framework for Panel Data Under Network Interference Anish Agarwal Sarah H. Cen Devavrat Shah Christina Lee Yu CML 91 5 0 20 Oct 2022
A Design-Based Riesz Representation Framework for Randomized Experiments Christopher Harshaw Fredrik Sävje Yitan Wang CML 63 7 0 17 Oct 2022
Inference on Causal Effects of Interventions in Time using Gaussian Processes G. Giudice S. Geneletti K. Kalogeropoulos 9 0 0 06 Oct 2022
Policy Learning with Competing Agents Roshni Sahoo Stefan Wager 86 10 0 04 Apr 2022
Policy Evaluation for Temporal and/or Spatial Dependent Experiments Shuang Luo Ying Yang Chengchun Shi Fang Yao Jieping Ye Hongtu Zhu 120 8 0 22 Feb 2022
Causal Inference with Panel Data under Temporal and Spatial Interference Ye Wang 64 4 0 29 Jun 2021
The Local Approach to Causal Inference under Network Interference Eric Auerbach Max Tabord-Meehan Max Tabord-Meehan CML 90 21 0 09 May 2021
Causal inference with misspecified exposure mappings: separating definitions and assumptions Fredrik Savje CML 71 50 0 11 Mar 2021
Design and Analysis of Bipartite Experiments under a Linear Exposure-Response Model Christopher Harshaw Fredrik Sävje David Eisenstat Vahab Mirrokni Jean Pouget-Abadie 104 34 0 11 Mar 2021
Population Interference in Panel Experiments K. Han Iavor Bojinov Guillaume W. Basse 22 8 0 28 Feb 2021
Policy design in experiments with unknown interference Davide Viviano Jess Rudder 72 8 0 16 Nov 2020
Treatment Allocation with Strategic Agents Evan Munro 85 6 0 12 Nov 2020
Design-Based Inference for Spatial Experiments under Unknown Interference Ye Wang Cyrus Samii Haoge Chang P. Aronow CML 52 4 0 26 Oct 2020
Random Graph Asymptotics for Treatment Effect Estimation under Network Interference Shuangning Li Stefan Wager CML 79 59 0 27 Jul 2020
Panel Experiments and Dynamic Causal Effects: A Finite Population Perspective Iavor Bojinov Ashesh Rambachan N. Shephard 40 49 0 22 Mar 2020
Almost-Matching-Exactly for Treatment Effect Estimation under Network Interference M. Usaid Awan Marco Morucci Vittorio Orlandi Sudeepa Roy Cynthia Rudin A. Volfovsky CML 88 13 0 02 Mar 2020
A note on Horvitz-Thompson estimators for rare subgroup analysis in the presence of interference Erin E Gabriel 8 0 0 08 Jan 2020
Policy Targeting under Network Interference Davide Viviano 184 34 0 24 Jun 2019
Randomization for the susceptibility effect of an infectious disease intervention Daniel J. Eck O. Morozova Forrest W. Crawford CML 19 5 0 16 Aug 2018
Causal inference for social network data Elizabeth L. Ogburn Oleg Sofrygin Iván Díaz M. J. van der Laan CML 55 110 0 23 May 2017