Publications

Preprints

• Multicalibration for Modeling Censored Survival Data with Universal Adaptability, Hanxuan Ye, Hongzhe Li, 2024. Revision under Biometrka.
• A Modern Theory for High-dimensional Cox Regression Models, Xianyang Zhang, Huijuan Zhou, Hanxuan Ye, 2022. Submitted to The Annals of Statistics.

Publications

• Batch Effect Correction with Re-measured Samples in Completely Confounded Case-control Studies Hanxuan Ye, Xianyang Zhang, Jun Chen, 2023. Nature Computational Science 3, 709-719.
• A Unified Analysis of Multi-task Functional Linear Regression Models with Manifold Constraint and Composite Quadratic Penalty, Shiyuan He, Hanxuan Ye, Kejun He, 2023. Journal of Machine Learning Research (JMLR) 24(291):1−69.
• Spline Estimation of Functional Principal Components via Mainfold Conjugate Gradient Algorithm, Hanxuan Ye, Shiyuan He, Kejun He, 2022. Statistics and Computing 32, 106.

In Preparation

• Transfer Learning for Survival Analysis Hanxuan Ye, Hongzhe Li, 2024+.
• Large-Scale Inference with Unmeasured Confounders for Genomic Data Analysis Hanxuan Ye, Jun Chen, Xianyang Zhang, 2023+.