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Yifan Cui 0001

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affiliation: Zhejiang University, Center for Data Science, Hangzhou, China
affiliation (former): National University of Singapore, Department of Statistics and Data Science, Singapore
affiliation (former): University of Pennsylvania, Wharton School, Philadelphia, PA, USA
affiliation (PhD): University of North Carolina at Chapel Hill, NC, USA

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2020 – today

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2023
[c2]
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  - conf/icml/Sverdrup023
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Erik Sverdrup, Yifan Cui:
Proximal Causal Learning of Conditional Average Treatment Effects. ICML 2023: 33285-33298
[c1]
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Chao-Han Huck Yang, Zhengling Qi, Yifan Cui, Pin-Yu Chen:
Pessimistic Model Selection for Offline Deep Reinforcement Learning. UAI 2023: 2379-2389
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  - journals/corr/abs-2301-10913
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Erik Sverdrup, Yifan Cui:
Proximal Causal Learning of Heterogeneous Treatment Effects. CoRR abs/2301.10913 (2023)
2022
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  - journals/jcgs/LoyalZCZ22
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Joshua Daniel Loyal, Ruoqing Zhu, Yifan Cui, Xin Zhang:
Dimension Reduction Forests: Local Variable Importance Using Structured Random Forests. J. Comput. Graph. Stat. 31(4): 1104-1113 (2022)
2021
[i2]
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  - journals/corr/abs-2111-14346
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Chao-Han Huck Yang, Zhengling Qi, Yifan Cui, Pin-Yu Chen:
Pessimistic Model Selection for Offline Deep Reinforcement Learning. CoRR abs/2111.14346 (2021)
2020
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  - journals/corr/abs-2001-09887
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Yifan Cui, Michael R. Kosorok, Stefan Wager, Ruoqing Zhu:
Estimating heterogeneous treatment effects with right-censored data via causal survival forests. CoRR abs/2001.09887 (2020)

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