Cheolwoo Park

28 papers A* 4B 1Misc 1Journal 22
YearRankTypeTitle / Venue / Authors
2026 J jnl
Joint graphical lasso with regularized aggregation.
J. Multivar. Anal.
Jongik Chung, Qihu Zhang, Jennifer E. McDowell, Cheolwoo Park
2025 J jnl
Deep Symbolic Learning for Histogram-Valued Regression Data.
Stat. Anal. Data Min.
Il-Suk Kang, Donghwa Kim, Hosik Choi, Young Joo Yoon, Cheolwoo Park
2025 J jnl
GoMS: Graph of Molecule Substructure Network for Molecule Property Prediction.
CoRR
Shuhui Qu, Cheolwoo Park
2025 J jnl
Joint estimation of precision matrices for long-memory time series.
Comput. Stat. Data Anal.
Qihu Zhang, Jongik Chung, Cheolwoo Park
2025 J jnl
Optimal differentially private kernel learning with random projection.
CoRR
Bonwoo Lee, Cheolwoo Park, Jeongyoun Ahn
2024 J jnl
A deep learning paradigm for medical imaging data.
Expert Syst. Appl.
Jinyang Chen, Cheolwoo Park
2024 A* conf
Differential Privacy in Scalable General Kernel Learning via $K$-means Nystr{\"o}m Random Features.
NeurIPS
Bonwoo Lee, Jeongyoun Ahn, Cheolwoo Park
2023 J jnl
Fréchet distance-based cluster analysis for multi-dimensional functional data.
Stat. Comput.
Il-Suk Kang, Hosik Choi, Young Joo Yoon, Junyoung Park, Soon-Sun Kwon, Cheolwoo Park
2023 A* conf
Kernel Sufficient Dimension Reduction and Variable Selection for Compositional Data via Amalgamation.
ICML
Junyoung Park, Jeongyoun Ahn, Cheolwoo Park
2023 A* conf
Minimax Risks and Optimal Procedures for Estimation under Functional Local Differential Privacy.
NeurIPS
Bonwoo Lee, Jeongyoun Ahn, Cheolwoo Park
2023 J jnl
Quantile estimation for encrypted data.
Appl. Intell.
Minje Park, Jaeseon Kim, Sungchul Shin, Cheolwoo Park, Jong-June Jeon, Soon-Sun Kwon, Hosik Choi
2022 J jnl
A group comparison in fMRI data using a semiparametric model under shape invariance.
Comput. Stat. Data Anal.
Arunava Samaddar, Brooke S. Jackson, Christopher J. Helms, Nicole A. Lazar, Jennifer E. McDowell, Cheolwoo Park
2022 A* conf
Kernel Methods for Radial Transformed Compositional Data with Many Zeros.
ICML
Junyoung Park, Changwon Yoon, Cheolwoo Park, Jeongyoun Ahn
2022 Misc conf
Learning High Dimensional Multi-response Linear Models with Non-oracular Quantum Search.
QCE
Jinyang Chen, Cheolwoo Park, Yuan Ke
2022 J jnl
Low-rank, Orthogonally Decomposable Tensor Regression With Application to Visual Stimulus Decoding of fMRI Data.
J. Comput. Graph. Stat.
J. C. Poythress, Jeongyoun Ahn, Cheolwoo Park
2017 J jnl
Tracking concept drift using a constrained penalized regression combiner.
Comput. Stat. Data Anal.
Li-Yu Wang, Cheolwoo Park, Kyupil Yeon, Hosik Choi
2015 J jnl
A Nonparametric Kernel Approach to Interval-Valued Data Analysis.
Technometrics
Yongho Jeon, Jeongyoun Ahn, Cheolwoo Park
2013 J jnl
Statistical inference and visualization in scale-space using local likelihood.
Comput. Stat. Data Anal.
Cheolwoo Park, Jib Huh
2012 J jnl
A resampling approach for interval-valued data regression.
Stat. Anal. Data Min.
Jeongyoun Ahn, Muliang Peng, Cheolwoo Park, Yongho Jeon
2010 J jnl
Analysis of dependence among size, rate and duration in internet flows
CoRR
Cheolwoo Park, Félix Hernández-Campos, J. S. Marron, Kevin Jeffay, F. Donelson Smith
2008 J jnl
SiZer analysis for the comparison of regression curves.
Comput. Stat. Data Anal.
Cheolwoo Park, Kee-Hoon Kang
2007 J jnl
Support vector machines with adaptive L
Comput. Stat. Data Anal.
Yufeng Liu, Hao Helen Zhang, Cheolwoo Park, Jeongyoun Ahn
2007 J jnl
Visualization and inference based on wavelet coefficients, SiZer and SiNos.
Comput. Stat. Data Anal.
Cheolwoo Park, Fred Godtliebsen, Murad S. Taqqu, Stilian Stoev, J. S. Marron
2006 B conf
Capturing the Elusive Poissonity in Web Traffic.
MASCOTS
Cheolwoo Park, H. Shen, J. S. Marron, Félix Hernández-Campos, Darryl Veitch
2006 J jnl
Gene selection using support vector machines with non-convex penalty.
Bioinform.
Hao Helen Zhang, Jeongyoun Ahn, Xiaodong Lin, Cheolwoo Park
2006 J jnl
LASS: a tool for the local analysis of self-similarity.
Comput. Stat. Data Anal.
Stilian Stoev, Murad S. Taqqu, Cheolwoo Park, George Michailidis, J. S. Marron
2005 J jnl
Long-range dependence in a changing Internet traffic mix.
Comput. Networks
Cheolwoo Park, Félix Hernández-Campos, J. S. Marron, F. Donelson Smith
2005 J jnl
On the wavelet spectrum diagnostic for Hurst parameter estimation in the analysis of Internet traffic.
Comput. Networks
Stilian Stoev, Murad S. Taqqu, Cheolwoo Park, J. S. Marron