Jayong Koo

Emailjykookorea.ackr

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Dimensionality reduction in multivariate nonparametric regression via nuclear norm penalization
Nam, D., Koo, J. Y. & Bak, K. Y., 2025 Apr, In: Statistical Papers. 66, 3, 58.
Research output: Contribution to journal › Article › peer-review
1 Link opens in a new tab Citation (Scopus)
Efficient curve fitting with penalized B-splines for oceanographic and ecological applications
Bak, K. Y., Lee, D. Y., Lee, J. S., Jee, H. J., Park, R. J., Koo, J. Y. & Jhong, J. H., 2025 Dec, In: Scientific reports. 15, 1, 21958.
Research output: Contribution to journal › Article › peer-review

Open Access
1 Link opens in a new tab Citation (Scopus)
Low-Dimensional Adaptive Neural Network Regression With Directional Change Detection via Nuclear Norm Penalization
Kim, Y., Jhong, J. H., Koo, J. Y. & Bak, K. Y., 2025 Aug, In: Statistical Analysis and Data Mining. 18, 4, e70035.
Research output: Contribution to journal › Article › peer-review
Nonparametric multi-task regression under group sparsity and low-rank structures
Nam, D., Koo, J. Y. & Bak, K. Y., 2025, (Accepted/In press) In: Communications in Statistics: Simulation and Computation.
Research output: Contribution to journal › Article › peer-review
An Adaptive Neural Network Regression Method for Structure Identification
Shin, J. K., Bak, K. Y. & Koo, J. Y., 2024, In: Journal of Computational and Graphical Statistics. 33, 3, p. 749-762 14 p.
Research output: Contribution to journal › Article › peer-review
1 Link opens in a new tab Citation (Scopus)

Study Results from Sungshin Women's University Update Understanding of Technology (Dimensionality Reduction In Multivariate Nonparametric Regression Via Nuclear Norm Penalization)
Koo, J.
25/4/3
1 item of Media coverage
Press/Media: Press / Media
Findings from Sungshin Women's University in the Area of Statistics Described (Nonparametric Multi-task Regression Under Group Sparsity and Low-rank Structures)
Koo, J.
25/3/28
1 item of Media coverage
Press/Media: Press / Media
New Mathematics Study Findings Have Been Reported by Researchers at Korea University (Sparse Neural Network Regression With Variable Selection)
Koo, J.
22/12/6
1 item of Media coverage
Press/Media: Press / Media
Researcher from Korea University Publishes New Studies and Findings in the Area of Networks (Penalized additive neural network regression)
Koo, J.
22/11/17
1 item of Media coverage
Press/Media: Press / Media

Jayong Koo

Fingerprint

Collaborations and top research areas from the last five years

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Dimensionality reduction in multivariate nonparametric regression via nuclear norm penalization

Efficient curve fitting with penalized B-splines for oceanographic and ecological applications

Low-Dimensional Adaptive Neural Network Regression With Directional Change Detection via Nuclear Norm Penalization

Nonparametric multi-task regression under group sparsity and low-rank structures

An Adaptive Neural Network Regression Method for Structure Identification

Study Results from Sungshin Women's University Update Understanding of Technology (Dimensionality Reduction In Multivariate Nonparametric Regression Via Nuclear Norm Penalization)

Findings from Sungshin Women's University in the Area of Statistics Described (Nonparametric Multi-task Regression Under Group Sparsity and Low-rank Structures)

New Mathematics Study Findings Have Been Reported by Researchers at Korea University (Sparse Neural Network Regression With Variable Selection)

Researcher from Korea University Publishes New Studies and Findings in the Area of Networks (Penalized additive neural network regression)

Jayong Koo

Fingerprint

Collaborations and top research areas from the last five years

Research output

Press/Media