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Ruoxuan Xiong

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Instrumental Variables in Causal Inference and Machine Learning: A Survey

Dec 12, 2022
Anpeng Wu, Kun Kuang, Ruoxuan Xiong, Fei Wu

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Confounder Balancing for Instrumental Variable Regression with Latent Variable

Nov 18, 2022
Anpeng Wu, Kun Kuang, Ruoxuan Xiong, Bo Li, Fei Wu

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Learning Individual Treatment Effects under Heterogeneous Interference in Networks

Oct 25, 2022
Ziyu Zhao, Kun Kuang, Ruoxuan Xiong, Fei Wu

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Treatment Effect Estimation with Unmeasured Confounders in Data Fusion

Aug 23, 2022
Anpeng Wu, Kun Kuang, Ruoxuan Xiong, Minqing Zhu, Yuxuan Liu, Bo Li, Furui Liu, Zhihua Wang, Fei Wu

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Learning Domain-Invariant Relationship with Instrumental Variable for Domain Generalization

Oct 04, 2021
Junkun Yuan, Xu Ma, Kun Kuang, Ruoxuan Xiong, Mingming Gong, Lanfen Lin

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Federated Causal Inference in Heterogeneous Observational Data

Aug 10, 2021
Ruoxuan Xiong, Allison Koenecke, Michael Powell, Zhu Shen, Joshua T. Vogelstein, Susan Athey

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Stable Prediction with Model Misspecification and Agnostic Distribution Shift

Jan 31, 2020
Kun Kuang, Ruoxuan Xiong, Peng Cui, Susan Athey, Bo Li

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Optimal Experimental Design for Staggered Rollouts

Nov 09, 2019
Ruoxuan Xiong, Susan Athey, Mohsen Bayati, Guido Imbens

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A tractable ellipsoidal approximation for voltage regulation problems

Mar 09, 2019
Pan Li, Baihong Jin, Ruoxuan Xiong, Dai Wang, Alberto Sangiovanni-Vincentelli, Baosen Zhang

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