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Random Graph Asymptotics for Treatment Effect Estimation under Network Interference

27 July 2020

Papers citing "Random Graph Asymptotics for Treatment Effect Estimation under Network Interference"

21 / 21 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
Graph-Dependent Regret Bounds in Multi-Armed Bandits with Interference Fateme Jamshidi Mohammad Shahverdikondori Negar Kiyavash 66 1 0 10 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
IntOPE: Off-Policy Evaluation in the Presence of Interference Yuqi Bai Ziyu Zhao Minqin Zhu Kun Kuang OffRL 35 0 0 24 Aug 2024
Causal effect estimation under network interference with mean-field methods Sohom Bhattacharya Subhabrata Sen CML 74 2 0 28 Jul 2024
Causal Deepsets for Off-policy Evaluation under Spatial or Spatio-temporal Interferences Runpeng Dai Jianing Wang Fan Zhou Shuang Luo Zhiwei Qin Chengchun Shi Hongtu Zhu CML OffRL 64 2 0 25 Jul 2024
Unveiling the Potential of Robustness in Evaluating Causal Inference Models Yiyan Huang Cheuk Hang Leung Siyi Wang Yijun Li Qi Wu OOD CML 76 0 0 28 Feb 2024
Interference Among First-Price Pacing Equilibria: A Bias and Variance Analysis Luofeng Liao Christian Kroer Sergei Leonenkov Okke Schrijvers Liang Shi Nicolas Stier-Moses Congshan Zhang 99 2 0 11 Feb 2024
Multi-Armed Bandits with Interference Su Jia P. Frazier Nathan Kallus 40 6 0 02 Feb 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
Tackling Interference Induced by Data Training Loops in A/B Tests: A Weighted Training Approach Nian Si 107 4 0 26 Oct 2023
Statistical Inference and A/B Testing for First-Price Pacing Equilibria Luofeng Liao Christian Kroer 93 6 0 05 Jan 2023
Learning Individual Treatment Effects under Heterogeneous Interference in Networks Ziyu Zhao Yuqi Bai Kun Kuang Ruoxuan Xiong Leilei Gan CML 72 8 0 25 Oct 2022
A Design-Based Riesz Representation Framework for Randomized Experiments Christopher Harshaw Fredrik Sävje Yitan Wang CML 63 7 0 17 Oct 2022
Statistical Inference for Fisher Market Equilibrium Luofeng Liao Yuan Gao Christian Kroer 101 4 0 29 Sep 2022
Policy design in experiments with unknown interference Davide Viviano Jess Rudder 72 8 0 16 Nov 2020
Design-Based Inference for Spatial Experiments under Unknown Interference Ye Wang Cyrus Samii Haoge Chang P. Aronow CML 54 4 0 26 Oct 2020
Automatic Detection of Influential Actors in Disinformation Networks S. Smith E. Kao Erika Mackin Danelle C. Shah O. Simek D. Rubin GNN 109 40 0 21 May 2020
Policy Targeting under Network Interference Davide Viviano 188 34 0 24 Jun 2019