Jeongyoun Ahn

Orcid: 0000-0002-4351-5798

According to our database1, Jeongyoun Ahn authored at least 17 papers between 2006 and 2023.

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

Timeline

Legend:

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Links

On csauthors.net:

Bibliography

2023
Reproducing Kernels and New Approaches in Compositional Data Analysis.
J. Mach. Learn. Res., 2023

Minimax Risks and Optimal Procedures for Estimation under Functional Local Differential Privacy.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Kernel Sufficient Dimension Reduction and Variable Selection for Compositional Data via Amalgamation.
Proceedings of the International Conference on Machine Learning, 2023

2022
Low-rank, Orthogonally Decomposable Tensor Regression With Application to Visual Stimulus Decoding of fMRI Data.
J. Comput. Graph. Stat., 2022

Reproducing Kernels and New Approaches in Compositional Data Analysis.
CoRR, 2022

Kernel Methods for Radial Transformed Compositional Data with Many Zeros.
Proceedings of the International Conference on Machine Learning, 2022

2021
Subspace rotations for high-dimensional outlier detection.
J. Multivar. Anal., 2021

Trace Ratio Optimization for High-Dimensional Multi-Class Discrimination.
J. Comput. Graph. Stat., 2021

Feature-weighted ordinal classification for predicting drug response in multiple myeloma.
Bioinform., 2021

2020
Grouped variable screening for ultra-high dimensional data for linear model.
Comput. Stat. Data Anal., 2020

2016
General sparse multi-class linear discriminant analysis.
Comput. Stat. Data Anal., 2016

2015
A Nonparametric Kernel Approach to Interval-Valued Data Analysis.
Technometrics, 2015

Sparse HDLSS discrimination with constrained data piling.
Comput. Stat. Data Anal., 2015

2012
A resampling approach for interval-valued data regression.
Stat. Anal. Data Min., 2012

2010
A stable hyperparameter selection for the Gaussian RBF kernel for discrimination.
Stat. Anal. Data Min., 2010

2007
Support vector machines with adaptive L<sub>q</sub> penalty.
Comput. Stat. Data Anal., 2007

2006
Gene selection using support vector machines with non-convex penalty.
Bioinform., 2006


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