Yuexiao Dong

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 12

Top Topics

Dimension Reduction

Variable Selection

Sparse Representation

Least Squares Support Vector Machine

Top Venues

J. Multivar. Anal.

J. Comput. Graph. Stat.

Comput. Stat. Data Anal.

Publications

Bo Kai, Mian Huang, Weixin Yao, Yuexiao Dong
Nonparametric and Semiparametric Quantile Regression via a New MM Algorithm. J. Comput. Graph. Stat. 32 (4) (2023)
Abdul-Nasah Soale, Yuexiao Dong
Data visualization and dimension reduction for metric-valued response regression. CoRR (2023)
Andreas Artemiou, Yuexiao Dong, Seung Jun Shin
Real-time sufficient dimension reduction through principal least squares support vector machines. Pattern Recognit. 112 (2021)
Zeda Li, Yuexiao Dong
Model-Free Variable Selection With Matrix-Valued Predictors. J. Comput. Graph. Stat. 30 (1) (2021)
Yuexiao Dong, Zhou Yu, Li-Ping Zhu
Model-free variable selection for conditional mean in regression. Comput. Stat. Data Anal. 152 (2020)
Cencheng Shen, Li Chen, Yuexiao Dong, Carey E. Priebe
Sparse Representation Classification Beyond ℓ1 Minimization and the Subspace Assumption. IEEE Trans. Inf. Theory 66 (8) (2020)
Cheng Yong Tang, Ethan X. Fang, Yuexiao Dong
High-Dimensional Interactions Detection with Sparse Principal Hessian Matrix. J. Mach. Learn. Res. 21 (2020)
Cencheng Shen, Li Chen, Yuexiao Dong, Carey E. Priebe
Sparse Representation Classification via Screening for Graphs. CoRR (2019)
Ahmad Alothman, Yuexiao Dong, Andreas Artemiou
On dual model-free variable selection with two groups of variables. J. Multivar. Anal. 167 (2018)
Yuexiao Dong, Qi Xia, Cheng Yong Tang, Zeda Li
On sufficient dimension reduction with missing responses through estimating equations. Comput. Stat. Data Anal. 126 (2018)
Qi Xia, Yuexiao Dong
On a new hybrid estimator for the central mean space. J. Syst. Sci. Complex. 30 (1) (2017)
Yuexiao Dong, Chaozheng Yang, Zhou Yu
On permutation tests for predictor contribution in sufficient dimension reduction. J. Multivar. Anal. 149 (2016)
Yuexiao Dong, Zhou Yu, Li-Ping Zhu
Robust inverse regression for dimension reduction. J. Multivar. Anal. 134 (2015)
Zhou Yu, Yuexiao Dong, Mian Huang
General directional regression. J. Multivar. Anal. 124 (2014)
Yuexiao Dong, Liping Zhu
A note on sliced inverse regression with missing predictors. Stat. Anal. Data Min. 5 (2) (2012)
Yuexiao Dong, Zhou Yu
th moment via central solution space. J. Multivar. Anal. 112 (2012)