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Kwan-Young Bak

Orcid: 0000-0002-4541-160X

According to our database1, Kwan-Young Bak authored at least 12 papers between 2021 and 2026.

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

Timeline

Legend:

Book  In proceedings  Article  PhD thesis  Dataset  Other 

Links

On csauthors.net:

Bibliography

2026
Adaptive smoothing of spherical trajectories via penalized piecewise geodesic curves: a Python software.
[BibTeX]
[DOI]
Seyoung Lee
,
Jae-Hwan Jhong
,
Kwan-Young Bak
SoftwareX, 2026

2025
Low-Dimensional Adaptive Neural Network Regression With Directional Change Detection via Nuclear Norm Penalization.
[BibTeX]
[DOI]
Yongku Kim
,
Jae-Hwan Jhong
,
Ja-Yong Koo
,
Kwan-Young Bak
Stat. Anal. Data Min., 2025

spheresmooth: An R Package for Penalized Piecewise Geodesic Curve Fitting on a Sphere.
[BibTeX]
[DOI]
Jae-Hwan Jhong
,
Seyoung Lee
,
Ja-Yong Koo
,
Kwan-Young Bak
R J., 2025

Linear covariance selection model via ℓ1-penalization.
[BibTeX]
[DOI]
Kwan-Young Bak
,
Seongoh Park
Comput. Stat. Data Anal., 2025

Multi-Task Nonparametric Regression Under Joint Sparsity.
[BibTeX]
[DOI]
Jae-Hwan Jhong
,
Gyeongmin Kim
,
Kwan-Young Bak
IEEE Access, 2025

ALTBI: Constructing Improved Outlier Detection Models via Optimization of Inlier-Memorization Effect.
[BibTeX]
[DOI]
Seoyoung Cho
,
Jaesung Hwang
,
Kwan-Young Bak
,
Dongha Kim
Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024
The regularization paths of total variation-penalized regression splines.
[BibTeX]
[DOI]
Kwan-Young Bak
Commun. Stat. Simul. Comput., October, 2024

An Adaptive Neural Network Regression Method for Structure Identification.
[BibTeX]
[DOI]
Jae-Kyung Shin
,
Kwan-Young Bak
,
Ja-Yong Koo
J. Comput. Graph. Stat., 2024

2023
Minimax Density Estimation Under Radial Symmetry.
[BibTeX]
[DOI]
Kwan-Young Bak
,
Ja-Yong Koo
IEEE Access, 2023

2022
Sparse neural network regression with variable selection.
[BibTeX]
[DOI]
Jae-Kyung Shin
,
Kwan-Young Bak
,
Ja-Yong Koo
Comput. Intell., December, 2022

Penalized additive neural network regression.
[BibTeX]
[DOI]
Jae-Kyung Shin
,
Kwan-Young Bak
,
Ja-Yong Koo
Intell. Data Anal., 2022

2021
Penalized logspline density estimation using total variation penalty.
[BibTeX]
[DOI]
Kwan-Young Bak
,
Jae-Hwan Jhong
,
Jung-Jun Lee
,
Jae-Kyung Shin
,
Ja-Yong Koo
Comput. Stat. Data Anal., 2021


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