Xiaoning Kang

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 8

Top Topics

Sparse Regression

Tikhonov Regularization

Quantitative And Qualitative

Hidden Structure

Top Venues

Comput. Stat. Data Anal.

WIREs Data Mining Knowl. Discov.

IEEE Trans. Circuits Syst. II Express Briefs

Publications

Xiaoyu Chen, Xiaoning Kang, Ran Jin, Xinwei Deng
Bayesian Sparse Regression for Mixed Multi-Responses with Application to Runtime Metrics Prediction in Fog Manufacturing. Technometrics 65 (2) (2023)
Yetian Fan, Wenyu Yang, Bo Song, Peilei Yan, Xiaoning Kang
Enhance the Hidden Structure of Deep Neural Networks by Double Laplacian Regularization. IEEE Trans. Circuits Syst. II Express Briefs 70 (8) (2023)
Zhenguo Gao, Xinye Wang, Xiaoning Kang
Ensemble LDA via the modified Cholesky decomposition. Comput. Stat. Data Anal. 188 (2023)
Xiaoning Kang, Lulu Kang, Wei Chen, Xinwei Deng
A generative approach to modeling data with quantitative and qualitative responses. J. Multivar. Anal. 190 (2022)
Mingqiu Wang, Xiaoning Kang, Guo-Liang Tian
Modified adaptive group lasso for high-dimensional varying coefficient models. Commun. Stat. Simul. Comput. 51 (11) (2022)
Xiaoning Kang, Mingqiu Wang
Ensemble sparse estimation of covariance structure for exploring genetic disease data. Comput. Stat. Data Anal. 159 (2021)
Xiaoning Kang, Xiaoyu Chen, Ran Jin, Hao Wu, Xinwei Deng
Multivariate regression of mixed responses for evaluation of visualization designs. IISE Trans. 53 (3) (2021)
Xiaoning Kang, Xinwei Deng
Design and analysis of computer experiments with quantitative and qualitative inputs: A selective review. WIREs Data Mining Knowl. Discov. 10 (3) (2020)