Songshan Yang

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 6

Top Topics

Variable Selection

Nearest Neighbor

Dimension Reduction

Dimensional Data

Top Venues

Stat. Anal. Data Min.

Publications

Runze Li, Jin Mu, Songshan Yang, Cong Ye, Xiang Zhan
Compositional variable selection in quantile regression for microbiome data with false discovery rate control. Stat. Anal. Data Min. 17 (2) (2024)
Changcheng Li, Runze Li, Jiawei Wen, Songshan Yang, Xiang Zhan
Regularized Linear Programming Discriminant Rule with Folded Concave Penalty for Ultrahigh-Dimensional Data. J. Comput. Graph. Stat. 32 (3) (2023)
Yuan Huang, Changcheng Li, Runze Li, Songshan Yang
An overview of tests on high-dimensional means. J. Multivar. Anal. 188 (2022)
Songshan Yang, Jiawei Wen, Scott T. Eckert, Yaqun Wang, Dajiang J. Liu, Rongling Wu, Runze Li, Xiang Zhan
Prioritizing genetic variants in GWAS with lasso using permutation-assisted tuning. Bioinform. 36 (12) (2020)
Songshan Yang, Jiawei Wen, Xiang Zhan, Daniel Kifer
ET-Lasso: A New Efficient Tuning of Lasso-type Regularization for High-Dimensional Data. KDD (2019)
Songshan Yang, Jiawei Wen, Xiang Zhan, Daniel Kifer
ET-Lasso: Efficient Tuning of Lasso for High-Dimensional Data. CoRR (2018)