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Hengrui Cai

University of California, Irvine (from arXiv:2401.05517, 2024) · ORCID · OpenAlex

7 papers in scope · 6 published · 1 on the econ.EM arXiv · 17 citations · h-index 3 (over the papers listed here)

Papers

(1 of 7)

Sequential Knockoffs for Variable Selection in Reinforcement Learning
published2026 · Journal of the American Statistical Association · 1 citations
with Tao Ma, Jin Zhu, Zhengling Qi, Yunxiao Chen, Chengchun Shi, Eric B. Laber
Journal of the American Statistical Association
A Review of Causal Decision Making
published2026 · Journal of Artificial Intelligence Research
with Lin Ge, Runzhe Wan, Yang Xu, Rui Song
Journal of Artificial Intelligence Research
On Efficient Inference of Causal Effects with Multiple Mediators
working paper2024 · arXiv
with Haoyu Wei, Chengchun Shi, Rui Song
Paper profile arXiv arXiv:2401.05517
Doubly Robust Interval Estimation for Optimal Policy Evaluation in Online Learning
published2023 · Journal of the American Statistical Association · 4 citations · first circulated 2021
with Ye Shen, Rui Song
Journal of the American Statistical Association
CAPITAL: Optimal subgroup identification via constrained policy tree search
published2022 · Statistics in Medicine · 8 citations · first circulated 2021
with Wenbin Lu, Rachel Marceau West, Devan V. Mehrotra, Lingkang Huang
Statistics in Medicine
GEAR: On optimal decision making with auxiliary data
published2021 · Stat · 1 citations
with Rui Song, Wenbin Lu
Stat
ANOCE: Analysis of Causal Effects with Multiple Mediators via Constrained Structural Learning
published2021 · International Conference on Learning Representations · 3 citations
with Rui Song, Wenbin Lu
no link

Assembled from arXiv and OpenAlex. Duplicate records for the same paper are merged, and the published version is shown where we could identify one. Corrections welcome.