26 citations · 33 across the 3 of their papers we have counts for
3 papers
stat.ML2025
Generalized Linear Markov Decision Process
Sinian Zhang, Kaicheng Zhang, Ziping Xu +4
Offline reinforcement learning for longitudinal studies often faces two linked challenges: rewards may be binary or bounded, and reward observations may be available only for a sub…
stat.ME2015★ 7 cited
High-Dimensional Gaussian Copula Regression: Adaptive Estimation and Statistical Inference
T. Tony Cai, Linjun Zhang
We develop adaptive estimation and inference methods for high-dimensional Gaussian copula regression that achieve the same performance without the knowledge of the marginal transfo…
cs.CL2013★ 26 cited
NILE: Fast Natural Language Processing for Electronic Health Records
Sheng Yu, Tianrun Cai, Tianxi Cai
Objective: Narrative text in Electronic health records (EHR) contain rich information for medical and data science studies. This paper introduces the design and performance of Narr…