Long-Term Effect Estimation with Surrogate Representation

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Long-Term Effect Estimation with Surrogate Representation

19 August 2020

Huan Liu

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Papers citing "Long-Term Effect Estimation with Surrogate Representation"

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Title
Long-Term Individual Causal Effect Estimation via Identifiable Latent Representation Learning Ruichu Cai Junjie Wan Weilin Chen Zeqin Yang Zijian Li Peng Zhen Jiecheng Guo CML 162 1 0 08 May 2025
Identification and Estimation of Long-Term Treatment Effects with Monotone Missing Qinwei Yang Ruocheng Guo Shasha Han Peng Wu 53 0 0 28 Apr 2025
Long-term Causal Inference via Modeling Sequential Latent Confounding Weilin Chen Ruichu Cai Yuguang Yan Zijian Li José Miguel Hernández-Lobato CML 160 1 0 26 Feb 2025
Nonparametric Heterogeneous Long-term Causal Effect Estimation via Data Combination Weilin Chen Ruichu Cai Junjie Wan Zeqin Yang José Miguel Hernández-Lobato 120 1 0 26 Feb 2025
Estimating Long-term Heterogeneous Dose-response Curve: Generalization Bound Leveraging Optimal Transport Weights Zeqin Yang Weilin Chen Ruichu Cai Yuguang Yan Zhifeng Hao Zhipeng Yu Zhichao Zou Jixing Xu Zhen Peng Jiecheng Guo 135 3 0 27 Jun 2024
Policy Learning for Balancing Short-Term and Long-Term Rewards Peng Wu Ziyu Shen Feng Xie Zhongyao Wang Chunchen Liu Yan Zeng 72 8 0 06 May 2024
Long-term Off-Policy Evaluation and Learning Yuta Saito Himan Abdollahpouri Jesse Anderton Ben Carterette M. Lalmas OffRL 77 8 0 24 Apr 2024
Pareto-Optimal Estimation and Policy Learning on Short-term and Long-term Treatment Effects Yingrong Wang Anpeng Wu Haoxuan Li Weiming Liu Qiaowei Miao Ruoxuan Xiong Leilei Gan Kun Kuang 84 0 0 05 Mar 2024
Estimating long-term causal effects from short-term experiments and long-term observational data with unobserved confounding Graham W. Van Goffrier Lucas Maystre Ciarán M. Gilligan-Lee CML 60 11 0 21 Feb 2023
Long-term Causal Effects Estimation via Latent Surrogates Representation Learning Ruichu Cai Weilin Chen Zeqin Yang Shu Wan Chen Zheng Xiaoqing Yang Jiecheng Guo CML BDL 94 12 0 09 Aug 2022
Evaluation Methods and Measures for Causal Learning Algorithms Lu Cheng Ruocheng Guo Raha Moraffah Paras Sheth K. S. Candan Huan Liu CML ELM 100 54 0 07 Feb 2022