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2020 – today
- 2023
[c1]Yongju Lee, Hyunho Lee, Kyoungseob Shin, Sunghoon Kwon:
GRIP: Graph Representation of Immune Repertoire Using Graph Neural Network and Transformer. AAAI 2023: 5160-5168- 2020
- [j11]Dongshin Kim, Sangin Lee, Sunghoon Kwon
:
A Unified Algorithm for the Non-Convex Penalized Estimation: The ncpen Package. R J. 12(2): 43 (2020)
2010 – 2019
- 2017
- [j10]Jong-June Jeon, Sunghoon Kwon, Hosik Choi:
Homogeneity detection for the high-dimensional generalized linear model. Comput. Stat. Data Anal. 114: 61-74 (2017) - [j9]Hosik Choi, Yongdai Kim, Sunghoon Kwon, Changyi Park:
A robust support vector machine for labeling errors. Commun. Stat. Simul. Comput. 46(8): 6061-6073 (2017) - 2016
- [j8]Sangin Lee, Sunghoon Kwon, Yongdai Kim:
A modified local quadratic approximation algorithm for penalized optimization problems. Comput. Stat. Data Anal. 94: 275-286 (2016) - [j7]Sunghoon Kwon, Seungyoung Oh, Youngjo Lee:
The use of random-effect models for high-dimensional variable selection problems. Comput. Stat. Data Anal. 103: 401-412 (2016) - [j6]Chong Wu, Sunghoon Kwon, Xiaotong Shen, Wei Pan:
A New Algorithm and Theory for Penalized Regression-based Clustering. J. Mach. Learn. Res. 17: 188:1-188:25 (2016) - 2015
- [j5]Sunghoon Kwon, Sangin Lee, Yongdai Kim:
Moderately clipped LASSO. Comput. Stat. Data Anal. 92: 53-67 (2015) - 2012
- [j4]Yongdai Kim, Sunghoon Kwon, Hosik Choi:
Consistent Model Selection Criteria on High Dimensions. J. Mach. Learn. Res. 13: 1037-1057 (2012) - 2011
- [j3]Sunghoon Kwon, Hosik Choi, Yongdai Kim:
Quadratic approximation on SCAD penalized estimation. Comput. Stat. Data Anal. 55(1): 421-428 (2011) - [j2]Hosik Choi, Donghwa Yeo, Sunghoon Kwon, Yongdai Kim:
Gene selection and prediction for cancer classification using support vector machines with a reject option. Comput. Stat. Data Anal. 55(5): 1897-1908 (2011)
2000 – 2009
- 2006
- [j1]Yongdai Kim, Sunghoon Kwon, Seuck Heun Song:
Multiclass sparse logistic regression for classification of multiple cancer types using gene expression data. Comput. Stat. Data Anal. 51(3): 1643-1655 (2006)
Coauthor Index
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