Yuexiao Dong

Orcid: 0000-0003-2269-7745

According to our database1, Yuexiao Dong authored at least 15 papers between 2012 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

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Bibliography

2023
Data visualization and dimension reduction for metric-valued response regression.
CoRR, 2023

2021
Real-time sufficient dimension reduction through principal least squares support vector machines.
Pattern Recognit., 2021

Model-Free Variable Selection With Matrix-Valued Predictors.
J. Comput. Graph. Stat., 2021

2020
Sparse Representation Classification Beyond ℓ1 Minimization and the Subspace Assumption.
IEEE Trans. Inf. Theory, 2020

High-Dimensional Interactions Detection with Sparse Principal Hessian Matrix.
J. Mach. Learn. Res., 2020

Model-free variable selection for conditional mean in regression.
Comput. Stat. Data Anal., 2020

2019
Sparse Representation Classification via Screening for Graphs.
CoRR, 2019

2018
On dual model-free variable selection with two groups of variables.
J. Multivar. Anal., 2018

On sufficient dimension reduction with missing responses through estimating equations.
Comput. Stat. Data Anal., 2018

2017
On a new hybrid estimator for the central mean space.
J. Syst. Sci. Complex., 2017

2016
On permutation tests for predictor contribution in sufficient dimension reduction.
J. Multivar. Anal., 2016

2015
Robust inverse regression for dimension reduction.
J. Multivar. Anal., 2015

2014
General directional regression.
J. Multivar. Anal., 2014

2012
A note on sliced inverse regression with missing predictors.
Stat. Anal. Data Min., 2012

Dimension reduction for the conditional <i>k</i>th moment via central solution space.
J. Multivar. Anal., 2012


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