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Communications in Mathematics and Statistics|March 19, 2021
Multicategory Classification via Forward-Backward Support Vector MachineXuan Zhou, Yuanjia Wang, Donglin ZengStatistica Sinica|April 18, 2022
Maximum Likelihood Estimation for Cox Proportional Hazards Model with a Change HyperplaneYu Deng, Jianwen Cai, Donglin ZengProceedings of Machine Learning Research|October 7, 2024
Fusing Individualized Treatment Rules Using Secondary OutcomesDaiqi Gao, Yuanjia Wang, Donglin ZengThe Annals of Applied Statistics|March 23, 2026
SEMIPARAMETRIC ANALYSIS OF INTERVAL-CENSORED DATA SUBJECT TO INACCURATE DIAGNOSES WITH A TERMINAL EVENTYuhao Deng, Donglin Zeng, Yuanjia WangJournal of the American Statistical Association|January 14, 2020
Proper Inference for Value Function in High-Dimensional Q-Learning for Dynamic Treatment RegimesWensheng Zhu, Donglin Zeng, Rui SongBiometrika|October 18, 2021
A parsimonious personalized dose-finding model via dimension reductionWenzhuo Zhou, Ruoqing Zhu, Donglin ZengBiometrics|March 23, 2022
A general framework of nonparametric feature selection in high-dimensional dataHang Yu, Yuanjia Wang, Donglin ZengStat (International Statistical Institute)|April 7, 2021
Sparse Nonparametric Regression With Regularized Tensor Product KernelHang Yu, Yuanjia Wang, Donglin ZengThe Annals of Applied Statistics|August 6, 2021
INTEGRATIVE NETWORK LEARNING FOR MULTI-MODALITY BIOMARKER DATAShanghong Xie, Donglin Zeng, Yuanjia WangJournal of Machine Learning Research : JMLR|August 14, 2023
Non-asymptotic Properties of Individualized Treatment Rules from Sequentially Rule-Adaptive TrialsDaiqi Gao, Yufeng Liu, Donglin ZengPageof 52