1 citations · 1 across the 2 of their papers we have counts for
3 papers
stat.ML2023★ 1 cited
Penalized Deep Partially Linear Cox Models with Application to CT Scans of Lung Cancer Patients
Yuming Sun, Jian Kang, Chinmay Haridas +5
Lung cancer is a leading cause of cancer mortality globally, highlighting the importance of understanding its mortality risks to design effective patient-centered therapies. The Na…
stat.ME2022
A Soft-Thresholding Operator for Sparse Time-Varying Effects in Survival Models
Yuan Yang, Jian Kang, Yi Li
We consider a class of Cox models with time-dependent effects that may be zero over certain unknown time regions or, in short, sparse time-varying effects. The model is particularl…
stat.ME2019
Finite-Sample Two-Group Composite Hypothesis Testing via Machine Learning
Tianyu Zhan, Jian Kang
In the problem of composite hypothesis testing, identifying the potential uniformly most powerful (UMP) unbiased test is of great interest. Beyond typical hypothesis settings with…