Sungkyu Jung

33 papers A 2B 4Journal 20Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Lightweight Two-Step Detection Method for Real-Time Small UAV Detection.
IEEE Access
Sungkyu Jung, Jaeyeon Jang, Chang Ouk Kim
2025 J jnl
Robust and Differentially Private PCA for non-Gaussian data.
CoRR
Minwoo Kim, Sungkyu Jung
2025 J jnl
Robust and Differentially Private Principal Component Analysis.
Stat. Anal. Data Min.
Minwoo Kim, Sungkyu Jung
2025 A conf
Subspace Recovery in Winsorized PCA: Insights into Accuracy and Robustness.
AISTATS
Sangil Han, Kyoowon Kim, Sungkyu Jung
2025 J jnl
Subspace Recovery in Winsorized PCA: Insights into Accuracy and Robustness.
CoRR
Sangil Han, Kyoowon Kim, Sungkyu Jung
2025 J jnl
Variable Selection and Basis Learning for Ordinal Classification.
J. Comput. Graph. Stat.
Minwoo Kim, Sangil Han, Jeongyoun Ahn, Sungkyu Jung
2024 J jnl
Integrative sparse reduced-rank regression via orthogonal rotation for analysis of high-dimensional multi-source data.
Stat. Comput.
Kipoong Kim, Sungkyu Jung
2024 J jnl
Principal component analysis for zero-inflated compositional data.
Comput. Stat. Data Anal.
Kipoong Kim, Jaesung Park, Sungkyu Jung
2024 A conf
Robust SVD Made Easy: A fast and reliable algorithm for large-scale data analysis.
AISTATS
Sangil Han, Sungkyu Jung, Kyoowon Kim
2024 J jnl
Robust SVD Made Easy: A fast and reliable algorithm for large-scale data analysis.
CoRR
Sangil Han, Kyoowon Kim, Sungkyu Jung
2022 J jnl
ClusTorus: An R Package for Prediction and Clustering on the Torus by Conformal Prediction.
R J.
Seungki Hong, Sungkyu Jung
2020 J jnl
Covariance-engaged Classification of Sets via Linear Programming.
CoRR
Zhao Ren, Sungkyu Jung, Xingye Qiao
2020 J jnl
Kurtosis test of modality for rotationally symmetric distributions on hyperspheres.
J. Multivar. Anal.
Byungwon Kim, Jörn Schulz, Sungkyu Jung
2018 J jnl
Continuum directions for supervised dimension reduction.
Comput. Stat. Data Anal.
Sungkyu Jung
2016 J jnl
Continuum directions for supervised dimension reduction.
CoRR
Sungkyu Jung
2015 — conf
Dimension Reduction on Polyspheres with Application to Skeletal Representations.
GSI
Benjamin Eltzner, Sungkyu Jung, Stephan Huckemann
2015 — conf
Free-breathing perfusion MRI using multislice pCASL.
ISBI
Hao Song, Wenyang Liu, Dan Ruan, Rolf Pohmann, V. Andrew Stenger, María A. Fernández-Seara, Sungkyu Jung, H. Michael Gach
2015 J jnl
Scaling-Rotation Distance and Interpolation of Symmetric Positive-Definite Matrices.
SIAM J. Matrix Anal. Appl.
Sungkyu Jung, Armin Schwartzman, David Groisser
2013 B conf
Interference alignment and cancellation for the two-user X channels with a relay.
PIMRC
Sungkyu Jung, Jungwoo Lee
2013 — ch.
Nested Sphere Statistics of Skeletal Models.
Innovations for Shape Analysis, Models and Algorithms
Stephen M. Pizer, Sungkyu Jung, Dibyendusekhar Goswami, Jared Vicory, Xiaojie Zhao, Ritwik Chaudhuri, James N. Damon, Stephan Huckemann, J. S. Marron
2012 J jnl
Boundary behavior in High Dimension, Low Sample Size asymptotics of PCA.
J. Multivar. Anal.
Sungkyu Jung, Arusharka Sen, J. S. Marron
2012 J jnl
Hybrid MU-MISO Scheduling with Limited Feedback Using Hierarchical Codebooks.
IEEE Trans. Commun.
Kyeongjun Ko, Sungkyu Jung, Jungwoo Lee
2012 J jnl
Linear Degrees-of-Freedom for the M×N MIMO Interference Channels With Constant Channel Coefficients.
IEEE Trans. Signal Process.
Sungkyu Jung, Jungwoo Lee
2012 J jnl
Performance Comparison of Orthogonal and Non-orthogonal AF Protocols in Cooperative Relay Systems.
KSII Trans. Internet Inf. Syst.
Youngtaek Bae, Sungkyu Jung, Jungwoo Lee
2011 B conf
Optimal degree of freedom for MIMO interference channels with constant channel coefficients.
PIMRC
Sungkyu Jung, Jungwoo Lee
2011 B conf
Performance of hybrid codebook techniques for MISO downlink channels with limited feedback.
ISIT
Sungkyu Jung, Kyeongjun Ko, Jungwoo Lee
2011 J jnl
Post-Scheduling SINR Mismatch Analysis for Multiuser Orthogonal Random Beamforming Systems.
IEEE Trans. Commun.
Chanhong Kim, Sungkyu Jung, Jungwoo Lee
2010 B conf
CQI mismatch analysis for multiuser orthogonal random beamforming systems.
PIMRC
Chanhong Kim, Sungkyu Jung, Kyeongjun Ko, Jungwoo Lee
2010 — conf
On the SINR Distribution for an Orthogonal Random Beamforming System and Its Performance.
VTC Spring
Chanhong Kim, Kyeongjun Ko, Sungkyu Jung, Jungwoo Lee
2010 — conf
Speculation on the generality of the backward stepwise view of PCA.
Multimedia Information Retrieval
J. S. Marron, Sungkyu Jung, Ian L. Dryden
2009 J jnl
A new ML based interference cancellation technique for layered space-time codes.
IEEE Trans. Commun.
Sungkyu Jung, Jungwoo Lee
2009 — conf
Capacity Comparison of Orthogonal and Non-Orthogonal Cooperative Relay Systems.
VTC Spring
Youngtaek Bae, Sungkyu Jung, Jungwoo Lee
2008 — conf
Low Complexity ML Based Interference Cancellation for Layered Space-Time Codes.
VTC Spring
Sungkyu Jung, Jungwoo Lee