Batched Multi-armed Bandits Problem. - Zijun Gao; Yanjun Han; Zhimei Ren; Zhengqing Zhou (NeurIPS, 2019)

Replication and generalization in applied neuroimaging. - Garikoitz Lerma-Usabiaga; Pratik Mukherjee; Zhimei Ren; Michael L. Perry; Brian A. Wandell (NeuroImage, 2019)

Using multivariate models to examine the impact of COVID-19 pandemic and gender differences on health and health care. - Jiancheng Ye; Zhimei Ren (AMIA, 2021)

Online Multi-Armed Bandits with Adaptive Inference. - Maria Dimakopoulou; Zhimei Ren; Zhengyuan Zhou (NeurIPS, 2021)

Doubly-Adaptive Thompson Sampling for Multi-Armed and Contextual Bandits. - Maria Dimakopoulou; Zhimei Ren; Zhengyuan Zhou (CoRR, 2021)

Examining the impact of sex differences and the COVID-19 pandemic on health and health care: findings from a national cross-sectional study. - Jiancheng Ye; Zhimei Ren (AMIA, 2022)

Policy learning "without" overlap: Pessimism and generalized empirical Bernstein's inequality. - Ying Jin; Zhimei Ren; Zhuoran Yang; Zhaoran Wang 001 (CoRR, 2022)

Batched Learning in Generalized Linear Contextual Bandits With General Decision Sets. - Zhimei Ren; Zhengyuan Zhou; Jayant R. Kalagnanam (IEEE Control. Syst. Lett., 2022)

Iterative Approximate Cross-Validation. - Yuetian Luo; Zhimei Ren; Rina Barber (ICML, 2023)

Not all distributional shifts are equal: Fine-grained robust conformal inference. - Jiahao Ai; Zhimei Ren (ICML, 2024)

Conformalized Time Series with Semantic Features. - Baiting Chen; Zhimei Ren; Lu Cheng (NeurIPS, 2024)

Conformal Alignment: Knowing When to Trust Foundation Models with Guarantees. - Yu Gui; Ying Jin; Zhimei Ren (NeurIPS, 2024)

Distributionally Robust Policy Learning under Concept Drifts. - Jingyuan Wang; Zhimei Ren; Ruohan Zhan; Zhengyuan Zhou (CoRR, 2024)

Dynamic Batch Learning in High-Dimensional Sparse Linear Contextual Bandits. - Zhimei Ren; Zhengyuan Zhou (Manag. Sci., 2024)

Policy Learning with Adaptively Collected Data. - Ruohan Zhan; Zhimei Ren; Susan Athey; Zhengyuan Zhou (Manag. Sci., 2024)

Simultaneous Activity and Attenuation Estimation in TOF-PET With TV-Constrained Nonconvex Optimization. - Zhimei Ren; Emil Y. Sidky; Rina Foygel Barber; Chien-Min Kao; Xiaochuan Pan (IEEE Trans. Medical Imaging, 2024)

Can a calibration metric be both testable and actionable? - Raphael Rossellini; Jake A. Soloff; Rina Foygel Barber; Zhimei Ren; Rebecca Willett (COLT, 2025)

ACS: An interactive framework for conformal selection. - Yu Gui; Ying Jin; Yash Nair; Zhimei Ren (CoRR, 2025)