Sunghoon Kwon

According to our database, Sunghoon Kwon authored at least 12 papers between 2006 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

GRIP: Graph Representation of Immune Repertoire Using Graph Neural Network and Transformer.

Yongju Lee, Hyunho Lee, Kyoungseob Shin, Sunghoon Kwon

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2020

A Unified Algorithm for the Non-Convex Penalized Estimation: The ncpen Package.

Dongshin Kim, Sangin Lee, Sunghoon Kwon

R J., 2020

2017

A robust support vector machine for labeling errors.

Hosik Choi, Yongdai Kim, Sunghoon Kwon, Changyi Park

Commun. Stat. Simul. Comput., 2017

Homogeneity detection for the high-dimensional generalized linear model.

Jong-June Jeon, Sunghoon Kwon, Hosik Choi

Comput. Stat. Data Anal., 2017

2016

A New Algorithm and Theory for Penalized Regression-based Clustering.

Chong Wu, Sunghoon Kwon, Xiaotong Shen, Wei Pan

J. Mach. Learn. Res., 2016

A modified local quadratic approximation algorithm for penalized optimization problems.

Sangin Lee, Sunghoon Kwon, Yongdai Kim

Comput. Stat. Data Anal., 2016

The use of random-effect models for high-dimensional variable selection problems.

Sunghoon Kwon, Seungyoung Oh, Youngjo Lee

Comput. Stat. Data Anal., 2016

2015

Moderately clipped LASSO.

Sunghoon Kwon, Sangin Lee, Yongdai Kim

Comput. Stat. Data Anal., 2015

2012

Consistent Model Selection Criteria on High Dimensions.

Yongdai Kim, Sunghoon Kwon, Hosik Choi

J. Mach. Learn. Res., 2012

2011

Quadratic approximation on SCAD penalized estimation.

Sunghoon Kwon, Hosik Choi, Yongdai Kim

Comput. Stat. Data Anal., 2011

Gene selection and prediction for cancer classification using support vector machines with a reject option.

Hosik Choi, Donghwa Yeo, Sunghoon Kwon, Yongdai Kim

Comput. Stat. Data Anal., 2011

2006

Multiclass sparse logistic regression for classification of multiple cancer types using gene expression data.

Yongdai Kim, Sunghoon Kwon, Seuck Heun Song

Comput. Stat. Data Anal., 2006