Jeongyoun Ahn - researchr alias

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Viewing Publication 1 - 15 from 15

2023

Minimax Risks and Optimal Procedures for Estimation under Functional Local Differential PrivacyBonwoo Lee, Jeongyoun Ahn, Cheolwoo Park. nips 2023: [doi]

Kernel Sufficient Dimension Reduction and Variable Selection for Compositional Data via AmalgamationJunyoung Park, Jeongyoun Ahn, Cheolwoo Park. icml 2023: 27034-27047 [doi]

2022

Kernel Methods for Radial Transformed Compositional Data with Many ZerosJunyoung Park, Changwon Yoon, Cheolwoo Park, Jeongyoun Ahn. icml 2022: 17458-17472 [doi]

Low-rank, Orthogonally Decomposable Tensor Regression With Application to Visual Stimulus Decoding of fMRI DataJ. C. Poythress, Jeongyoun Ahn, Cheolwoo Park. jcgs, 31(1):190-203, 2022. [doi]

2021

Trace Ratio Optimization for High-Dimensional Multi-Class DiscriminationJeongyoun Ahn, Hee Cheol Chung, Yongho Jeon. jcgs, 30(1):192-203, 2021. [doi]

Subspace rotations for high-dimensional outlier detectionHee Cheol Chung, Jeongyoun Ahn. ma, 183:104713, 2021. [doi]

Feature-weighted ordinal classification for predicting drug response in multiple myelomaZiyang Ma, Jeongyoun Ahn. bioinformatics, 37(19):3270-3276, 2021. [doi]

2020

Grouped variable screening for ultra-high dimensional data for linear modelDebin Qiu, Jeongyoun Ahn. csda, 144:106894, 2020. [doi]

2016

General sparse multi-class linear discriminant analysisSandra E. Safo, Jeongyoun Ahn. csda, 99:81-90, 2016. [doi]

2015

Sparse HDLSS discrimination with constrained data pilingJeongyoun Ahn, Yongho Jeon. csda, 90:74-83, 2015. [doi]

A Nonparametric Kernel Approach to Interval-Valued Data AnalysisYongho Jeon, Jeongyoun Ahn, Cheolwoo Park. technometrics, 57(4):566-575, 2015. [doi]

2012

A resampling approach for interval-valued data regressionJeongyoun Ahn, Muliang Peng, Cheolwoo Park, Yongho Jeon. sadm, 5(4):336-348, 2012. [doi]

2010

A stable hyperparameter selection for the Gaussian RBF kernel for discriminationJeongyoun Ahn. sadm, 3(3):142-148, 2010. [doi]

2007

Support vector machines with adaptive L::q:: penaltyYufeng Liu, Hao Helen Zhang, Cheolwoo Park, Jeongyoun Ahn. csda, 51(12):6380-6394, 2007. [doi]

2006

Gene selection using support vector machines with non-convex penaltyHao Helen Zhang, Jeongyoun Ahn, Xiaodong Lin, Cheolwoo Park. bioinformatics, 22(1):88-95, 2006. [doi]

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