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Anpeng Wu

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Contrastive Balancing Representation Learning for Heterogeneous Dose-Response Curves Estimation

Mar 21, 2024
Minqin Zhu, Anpeng Wu, Haoxuan Li, Ruoxuan Xiong, Bo Li, Xiaoqing Yang, Xuan Qin, Peng Zhen, Jiecheng Guo, Fei Wu, Kun Kuang

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Pareto-Optimal Estimation and Policy Learning on Short-term and Long-term Treatment Effects

Mar 12, 2024
Yingrong Wang, Anpeng Wu, Haoxuan Li, Weiming Liu, Qiaowei Miao, Ruoxuan Xiong, Fei Wu, Kun Kuang

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Hierarchical Topological Ordering with Conditional Independence Test for Limited Time Series

Aug 16, 2023
Anpeng Wu, Haoxuan Li, Kun Kuang, Keli Zhang, Fei Wu

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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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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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Edge-Cloud Polarization and Collaboration: A Comprehensive Survey

Nov 12, 2021
Jiangchao Yao, Shengyu Zhang, Yang Yao, Feng Wang, Jianxin Ma, Jianwei Zhang, Yunfei Chu, Luo Ji, Kunyang Jia, Tao Shen, Anpeng Wu, Fengda Zhang, Ziqi Tan, Kun Kuang, Chao Wu, Fei Wu, Jingren Zhou, Hongxia Yang

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Auto IV: Counterfactual Prediction via Automatic Instrumental Variable Decomposition

Jul 13, 2021
Junkun Yuan, Anpeng Wu, Kun Kuang, Bo Li, Runze Wu, Fei Wu, Lanfen Lin

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