Causal Inference Under Interference And Network Uncertainty

Causal Inference Under Interference And Network Uncertainty

29 June 2019

Rohit Bhattacharya

Daniel Malinsky

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Papers citing "Causal Inference Under Interference And Network Uncertainty"

11 / 11 papers shown

Title
Graph-Dependent Regret Bounds in Multi-Armed Bandits with Interference Fateme Jamshidi Mohammad Shahverdikondori Negar Kiyavash 66 1 0 10 Mar 2025
Your Assumed DAG is Wrong and Here's How To Deal With It Kirtan Padh Zhufeng Li Cecilia Casolo Niki Kilbertus CML 101 0 0 24 Feb 2025
Causal Discovery on Dependent Binary Data Alex Chen Qing Zhou CML 62 0 0 31 Dec 2024
Network Causal Effect Estimation In Graphical Models Of Contagion And Latent Confounding Yufeng Wu Rohit Bhattacharya CML 85 0 0 02 Nov 2024
Higher-Order Causal Message Passing for Experimentation with Complex Interference Mohsen Bayati Yuwei Luo William Overman Sadegh Shirani Ruoxuan Xiong 77 0 0 01 Nov 2024
Causal Effect Identification in a Sub-Population with Latent Variables Amir Mohammad Abouei Ehsan Mokhtarian Negar Kiyavash Matthias Grossglauser CML 38 0 0 23 May 2024
A Look into Causal Effects under Entangled Treatment in Graphs: Investigating the Impact of Contact on MRSA Infection Jing Ma Chen Chen A. Vullikanti Ritwick Mishra Gregory R. Madden Daniel Borrajo Jundong Li CML 77 4 0 17 Jul 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
Learning Causal Effects on Hypergraphs Jing Ma Mengting Wan Longqi Yang Jundong Li Brent J. Hecht J. Teevan CML 60 49 0 07 Jul 2022
Heterogeneous Peer Effects in the Linear Threshold Model Christopher Tran Elena Zheleva 94 13 0 27 Jan 2022
Causal Inference under Networked Interference and Intervention Policy Enhancement Yunpu Ma Volker Tresp CML 88 41 0 20 Feb 2020