Seung Jun Shin

According to our database1, Seung Jun Shin authored at least 9 papers between 2017 and 2024.

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Bibliography

2024
Simultaneous estimation and variable selection for a non-crossing multiple quantile regression using deep neural networks.
Stat. Comput., June, 2024

A least distance estimator for a multivariate regression model using deep neural networks.
CoRR, 2024

2023
Principal weighted least square support vector machine: An online dimension-reduction tool for binary classification.
Comput. Stat. Data Anal., November, 2023

2022
A Forward Approach for Sufficient Dimension Reduction in Binary Classification.
J. Mach. Learn. Res., 2022

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

A gradient-based variable selection for binary classification in reproducing kernel Hilbert space.
CoRR, 2021

2020
The evolutionary history of 2,658 cancers.
Nat., 2020

2018
Stability approach to selecting the number of principal components.
Comput. Stat., 2018

2017
Penalized principal logistic regression for sparse sufficient dimension reduction.
Comput. Stat. Data Anal., 2017


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