Sungkyu Jung

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 12

Top Topics

Dimension Reduction

Top Venues

Comput. Stat. Data Anal.

Publications

Kipoong Kim, Jaesung Park, Sungkyu Jung
Principal component analysis for zero-inflated compositional data. Comput. Stat. Data Anal. 198 (2024)
Kipoong Kim, Sungkyu Jung
Integrative sparse reduced-rank regression via orthogonal rotation for analysis of high-dimensional multi-source data. Stat. Comput. 34 (1) (2024)
Sangil Han, Sungkyu Jung, Kyoowon Kim
Robust SVD Made Easy: A fast and reliable algorithm for large-scale data analysis. AISTATS (2024)
Sangil Han, Kyoowon Kim, Sungkyu Jung
Robust SVD Made Easy: A fast and reliable algorithm for large-scale data analysis. CoRR (2024)
Seungki Hong, Sungkyu Jung
ClusTorus: An R Package for Prediction and Clustering on the Torus by Conformal Prediction. R J. 14 (2) (2022)
Zhao Ren, Sungkyu Jung, Xingye Qiao
Covariance-engaged Classification of Sets via Linear Programming. CoRR (2020)
Byungwon Kim, Jörn Schulz, Sungkyu Jung
Kurtosis test of modality for rotationally symmetric distributions on hyperspheres. J. Multivar. Anal. 178 (2020)
Sungkyu Jung
Continuum directions for supervised dimension reduction. Comput. Stat. Data Anal. 125 (2018)
Sungkyu Jung
Continuum directions for supervised dimension reduction. CoRR (2016)
Hao Song, Wenyang Liu, Dan Ruan, Rolf Pohmann, V. Andrew Stenger, María A. Fernández-Seara, Sungkyu Jung, H. Michael Gach
Free-breathing perfusion MRI using multislice pCASL. ISBI (2015)
Benjamin Eltzner, Sungkyu Jung, Stephan Huckemann
Dimension Reduction on Polyspheres with Application to Skeletal Representations. GSI (2015)
Sungkyu Jung, Armin Schwartzman, David Groisser
Scaling-Rotation Distance and Interpolation of Symmetric Positive-Definite Matrices. SIAM J. Matrix Anal. Appl. 36 (3) (2015)
Sungkyu Jung, Jungwoo Lee
Interference alignment and cancellation for the two-user X channels with a relay. PIMRC (2013)
Sungkyu Jung, Jungwoo Lee
Linear Degrees-of-Freedom for the M×N MIMO Interference Channels With Constant Channel Coefficients. IEEE Trans. Signal Process. 60 (11) (2012)
Sungkyu Jung, Arusharka Sen, J. S. Marron
Boundary behavior in High Dimension, Low Sample Size asymptotics of PCA. J. Multivar. Anal. 109 (2012)
Kyeongjun Ko, Sungkyu Jung, Jungwoo Lee
Hybrid MU-MISO Scheduling with Limited Feedback Using Hierarchical Codebooks. IEEE Trans. Commun. 60 (4) (2012)
Youngtaek Bae, Sungkyu Jung, Jungwoo Lee
Performance Comparison of Orthogonal and Non-orthogonal AF Protocols in Cooperative Relay Systems. KSII Trans. Internet Inf. Syst. 6 (4) (2012)
Sungkyu Jung, Jungwoo Lee
Optimal degree of freedom for MIMO interference channels with constant channel coefficients. PIMRC (2011)
Chanhong Kim, Sungkyu Jung, Jungwoo Lee
Post-Scheduling SINR Mismatch Analysis for Multiuser Orthogonal Random Beamforming Systems. IEEE Trans. Commun. 59 (6) (2011)
Sungkyu Jung, Kyeongjun Ko, Jungwoo Lee
Performance of hybrid codebook techniques for MISO downlink channels with limited feedback. ISIT (2011)
Chanhong Kim, Sungkyu Jung, Kyeongjun Ko, Jungwoo Lee
CQI mismatch analysis for multiuser orthogonal random beamforming systems. PIMRC (2010)
Chanhong Kim, Kyeongjun Ko, Sungkyu Jung, Jungwoo Lee
On the SINR Distribution for an Orthogonal Random Beamforming System and Its Performance. VTC Spring (2010)
J. S. Marron, Sungkyu Jung, Ian L. Dryden
Speculation on the generality of the backward stepwise view of PCA. Multimedia Information Retrieval (2010)
Sungkyu Jung, Jungwoo Lee
A new ML based interference cancellation technique for layered space-time codes. IEEE Trans. Commun. 57 (4) (2009)
Youngtaek Bae, Sungkyu Jung, Jungwoo Lee
Capacity Comparison of Orthogonal and Non-Orthogonal Cooperative Relay Systems. VTC Spring (2009)
Sungkyu Jung, Jungwoo Lee
Low Complexity ML Based Interference Cancellation for Layered Space-Time Codes. VTC Spring (2008)