Ying-Qi Zhao

17 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0002-2851-2257

Publications

• Inference with non-differentiable surrogate loss in a general high-dimensional classification framework — Journal of Machine Learning Research 2026 (name-matched, not ORCID-linked)
• Long-Term Effect Estimation When Combining Clinical Trial and Observational Follow-Up Datasets — Journal of the American Statistical Association 2026
• Reinforced Risk Prediction With Budget Constraint Using Irregularly Measured Data From Electronic Health Records — Journal of the American Statistical Association 2023
• Dynamic Treatment Regimes: Statistical Methods for Precision Medicine — Journal of the American Statistical Association 2022
• Estimation and inference on high-dimensional individualized treatment rule in observational data using split-and-pooled de-correlated score — Journal of Machine Learning Research 2022 (name-matched, not ORCID-linked)
• Discussion of Kallus (2020) and Mo et al. (2020) — Journal of the American Statistical Association 2021
• Improved Doubly Robust Estimation in Learning Optimal Individualized Treatment Rules — Journal of the American Statistical Association 2021
• Near-optimal Individualized Treatment Recommendations — Journal of Machine Learning Research 2020 (name-matched, not ORCID-linked)
• Efficient augmentation and relaxation learning for individualized treatment rules using observational data — Journal of Machine Learning Research 2019 (name-matched, not ORCID-linked)
• Comment — Journal of the American Statistical Association 2016
• Active Clinical Trials for Personalized Medicine — Journal of the American Statistical Association 2016
• New Statistical Learning Methods for Estimating Optimal Dynamic Treatment Regimes — Journal of the American Statistical Association 2015 (name-matched, not ORCID-linked)
• Doubly robust learning for estimating individualized treatment with censored data — Biometrika 2015
• Tree-based methods for individualized treatment regimes — Biometrika 2015
• Estimating Individualized Treatment Rules Using Outcome Weighted Learning — Journal of the American Statistical Association 2012
• Inverse Regression Estimation for Censored Data — Journal of the American Statistical Association 2011
• Optimizing Sequential Decision Rules for Prostate Cancer Biopsy Management: A Multi-Objective Statistical Framework — Journal of the American Statistical Association