Preprints
Wasserstein Spatial Depth
François Bachoc, Alberto González-Sanz, Jean-Michel Loubes, Yisha Yao
A Machine Learning and Drug Repurposing Approach to Target Ferroptosis in Colorectal Cancer Stratified by Sex and KRAS
Hong Yan, Xinyi Shen, Yisha Yao, Sajid A Khan, Shuangge Ma, Caroline H Johnson
A Note on Representations of SLn
Yisha Yao
Identifying Group-wise Mixtures in High-Dimensional Multi-task Learning Model with an Application in Reconstructing Brain Subnetworks
Yisha Yao, Wei Dai, Shiying Wang, Zihuan Liu, Heping Zhang
Adaptive Estimation in High-Dimensional Additive Models with Multi-Resolution Group LASSO
Yisha Yao, Cun-Hui Zhang
This paper is awarded 2021 IMS Hannan Graduate Student Travel Awards.
Publications
Identification and Validation of Supervariants Reveal Novel Loci Associated with Human White Matter Microstructure Genome Research, Feburary 2024
Shiying Wang, Ting Li, Bingxin Zhao, Wei Dai, Yisha Yao, Cai Li, Tengfei Li, Hongtu Zhu, Heping Zhang
Comments on “A Scale-Free Approach for False Discovery Rate Control in Generalized Linear Models” Journal of the American Statistical Association, August 2023
Sai Li, Yisha Yao, Cun-Hui Zhang
Deep Learning Identified Genetic Variants for COVID-19 Related Mortality among 28,097 Affected Cases in UK Biobank Genetic Epidemiology, April 2023
Zihuan Liu, Wei Dai, Shiying Wang, Yisha Yao, Heping Zhang
Contraction of a Quasi-Bayesian Model with Shrinkage Priors in Precision Matrix Estimation Journal of Statistical Planning and Inference, volume 221, December 2022
Ruoyang Zhang, Yisha Yao, Malay Ghosh
Constructing Confidence Intervals for the Signals in Sparse Phase Retrieval Electronic Journal of Statistics, January 2022
Yisha Yao
Redox Balance of Mouse Medullary CD4 Single-Positive Thymocytes Immunology and Cell Biology, October 2013
Rong Jin, Fei Teng, Xi Xu, Yisha Yao, Shusong Zhang, Xiuyuan Sun, Yu Zhang, Qing Ge
Sirtuins: Nodes Connecting Aging, Metabolism and Tumorigenesis Current Pharmaceutical Design, July 2013
Yisha Yao, Yang Yang, Wei-Guo Zhu
Manuscripts
Extending Approximate Message Passing (AMP) Algorithm to General Gaussian Designs
Yisha Yao, Pierre Bellec, Cun-Hui Zhang
Test of Independence on Large Sparse Contingency Tables
Chong Wu, Yisha Yao, Cun-Hui Zhang