Sunghoon Kwon

13 papers A* 1Journal 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
A generalizable large-scale foundation model for musculoskeletal radiographs.
CoRR
Shinn Kim, Soobin Lee, Kyoungseob Shin, Han-Soo Kim, Yongsung Kim, Minsu Kim, Juhong Nam, Somang Ko, Daeheon Kwon, Wook Huh, Ilkyu Han, Sunghoon Kwon
2023 A* conf
GRIP: Graph Representation of Immune Repertoire Using Graph Neural Network and Transformer.
AAAI
Yongju Lee, Hyunho Lee, Kyoungseob Shin, Sunghoon Kwon
2020 J jnl
A Unified Algorithm for the Non-Convex Penalized Estimation: The ncpen Package.
R J.
Dongshin Kim, Sangin Lee, Sunghoon Kwon
2017 J jnl
A robust support vector machine for labeling errors.
Commun. Stat. Simul. Comput.
Hosik Choi, Yongdai Kim, Sunghoon Kwon, Changyi Park
2017 J jnl
Homogeneity detection for the high-dimensional generalized linear model.
Comput. Stat. Data Anal.
Jong-June Jeon, Sunghoon Kwon, Hosik Choi
2016 J jnl
A New Algorithm and Theory for Penalized Regression-based Clustering.
J. Mach. Learn. Res.
Chong Wu, Sunghoon Kwon, Xiaotong Shen, Wei Pan
2016 J jnl
A modified local quadratic approximation algorithm for penalized optimization problems.
Comput. Stat. Data Anal.
Sangin Lee, Sunghoon Kwon, Yongdai Kim
2016 J jnl
The use of random-effect models for high-dimensional variable selection problems.
Comput. Stat. Data Anal.
Sunghoon Kwon, Seungyoung Oh, Youngjo Lee
2015 J jnl
Moderately clipped LASSO.
Comput. Stat. Data Anal.
Sunghoon Kwon, Sangin Lee, Yongdai Kim
2012 J jnl
Consistent Model Selection Criteria on High Dimensions.
J. Mach. Learn. Res.
Yongdai Kim, Sunghoon Kwon, Hosik Choi
2011 J jnl
Gene selection and prediction for cancer classification using support vector machines with a reject option.
Comput. Stat. Data Anal.
Hosik Choi, Donghwa Yeo, Sunghoon Kwon, Yongdai Kim
2011 J jnl
Quadratic approximation on SCAD penalized estimation.
Comput. Stat. Data Anal.
Sunghoon Kwon, Hosik Choi, Yongdai Kim
2006 J jnl
Multiclass sparse logistic regression for classification of multiple cancer types using gene expression data.
Comput. Stat. Data Anal.
Yongdai Kim, Sunghoon Kwon, Seuck Heun Song