Publications

Preprints

• 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. Accepted by Nature Computational Science.
• A Unified Analysis of Multi-task Functional Linear Regression Models with Manifold Constraint and Composite Quadratic Penalty, Shiyuan He, Hanxuan Ye, Kejun He, 2023. To appear on The Journal of Machine Learning Research (JMLR).
• Spline Estimation of Functional Principal Components via Mainfold Conjugate Gradient Algorithm, Hanxuan Ye, Shiyuan He, Kejun He, 2021. Statistics and Computing 32 (2022), 106.