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Sungkyu Jung
Sungkyu Jung
Department of Statistics, Seoul National University
Verified email at snu.ac.kr - Homepage
Title
Cited by
Cited by
Year
PCA consistency in high dimension, low sample size context
S Jung, JS Marron
3682009
Analysis of principal nested spheres
S Jung, IL Dryden, JS Marron
Biometrika 99 (3), 551-568, 2012
1732012
Boundary behavior in high dimension, low sample size asymptotics of PCA
S Jung, A Sen, JS Marron
Journal of Multivariate Analysis 109, 190-203, 2012
732012
Nested sphere statistics of skeletal models
SM Pizer, S Jung, D Goswami, J Vicory, X Zhao, R Chaudhuri, JN Damon, ...
Innovations for Shape Analysis: Models and Algorithms, 93-115, 2013
712013
Principal arc analysis on direct product manifolds
S Jung, M Foskey, JS Marron
622011
Incorporating covariates into integrated factor analysis of multi‐view data
G Li, S Jung
Biometrics 73 (4), 1433-1442, 2017
352017
Generalized PCA via the backward stepwise approach in image analysis
S Jung, X Liu, JS Marron, SM Pizer
Brain, Body and Machine: Proceedings of an International Symposium on the …, 2010
292010
Sparse generalized eigenvalue problem with application to canonical correlation analysis for integrative analysis of methylation and gene expression data
SE Safo, J Ahn, Y Jeon, S Jung
Biometrics 74 (4), 1362-1371, 2018
282018
Analysis of rotational deformations from directional data
J Schulz, S Jung, S Huckemann, M Pierrynowski, JS Marron, SM Pizer
Journal of Computational and Graphical Statistics 24 (2), 539-560, 2015
232015
Scaling-rotation distance and interpolation of symmetric positive-definite matrices
S Jung, A Schwartzman, D Groisser
SIAM Journal on Matrix Analysis and Applications 36 (3), 1180-1201, 2015
232015
Object shape representation via skeletal models (s-reps) and statistical analysis
SM Pizer, J Hong, J Vicory, Z Liu, JS Marron, H Choi, J Damon, S Jung, ...
Riemannian Geometric Statistics in Medical Image Analysis, 233-271, 2020
212020
Dimension reduction on polyspheres with application to skeletal representations
B Eltzner, S Jung, S Huckemann
Geometric Science of Information: Second International Conference, GSI 2015 …, 2015
202015
Combined analysis of amplitude and phase variations in functional data
S Lee, S Jung
arXiv preprint arXiv:1603.01775, 2016
182016
Speculation on the generality of the backward stepwise view of pca
JS Marron, S Jung, IL Dryden
Proceedings of the international conference on multimedia information …, 2010
172010
On the number of principal components in high dimensions
S Jung, MH Lee, J Ahn
Biometrika 105 (2), 389-402, 2018
162018
A statistical approach to set classification by feature selection with applications to classification of histopathology images
S Jung, X Qiao
Biometrics 70 (3), 536-545, 2014
162014
Penalized orthogonal iteration for sparse estimation of generalized eigenvalue problem
S Jung, J Ahn, Y Jeon
Journal of Computational and Graphical Statistics 28 (3), 710-721, 2019
152019
Geometric foundations for scaling-rotation statistics on symmetric positive definite matrices: Minimal smooth scaling-rotation curves in low dimensions
D Groisser, S Jung, A Schwartzman
152017
Respiratory motion prediction and prospective correction for free‐breathing arterial spin‐labeled perfusion MRI of the kidneys
H Song, D Ruan, W Liu, VA Stenger, R Pohmann, MA Fernández‐Seara, ...
Medical physics 44 (3), 962-973, 2017
132017
Innovations for Shape Analysis, Models and Algorithms
SM Pizer, S Jung, D Goswami, J Vicory, X Zhao, R Chaudhuri, JN Damon, ...
Nested Sphere Statistics of Skeletal Models, 93-113, 2013
122013
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