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2020 – today
- 2023
[j12]Jiae Kim
, Yoonkyung Lee, Zhiyu Liang:
The Geometry of Nonlinear Embeddings in Kernel Discriminant Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 45(4): 5203-5217 (2023)- 2020
- [j11]Andrew J. Landgraf, Yoonkyung Lee:
Dimensionality reduction for binary data through the projection of natural parameters. J. Multivar. Anal. 180: 104668 (2020) - [j10]Andrew J. Landgraf, Yoonkyung Lee:
Generalized Principal Component Analysis: Projection of Saturated Model Parameters. Technometrics 62(4): 459-472 (2020) - [i1]Jiae Kim, Yoonkyung Lee, Zhiyu Liang:
The Geometry of Nonlinear Embeddings in Kernel Discriminant Analysis. CoRR abs/2005.05546 (2020)
2010 – 2019
- 2015
- [j9]Yoonkyung Lee, Rui Wang:
Does modeling lead to more accurate classification?: A study of relative efficiency in linear classification. J. Multivar. Anal. 133: 232-250 (2015) - [j8]Kazuki Uematsu, Yoonkyung Lee:
Statistical Optimality in Multipartite Ranking and Ordinal Regression. IEEE Trans. Pattern Anal. Mach. Intell. 37(5): 1080-1094 (2015) - 2014
- [j7]Yonggang Yao, Yoonkyung Lee:
Another look at linear programming for feature selection via methods of regularization. Stat. Comput. 24(5): 885-905 (2014) - [j6]Cong Liu, Tao Shi, Yoonkyung Lee:
Two tales of variable selection for high dimensional regression: Screening and model building. Stat. Anal. Data Min. 7(2): 140-159 (2014) - 2013
- [j5]Zhiyu Liang, Yoonkyung Lee:
Eigen-analysis of nonlinear PCA with polynomial kernels. Stat. Anal. Data Min. 6(6): 529-544 (2013)
2000 – 2009
- 2008
- [j4]Ja-Yong Koo, Yoonkyung Lee, Yuwon Kim, Changyi Park:
A Bahadur Representation of the Linear Support Vector Machine. J. Mach. Learn. Res. 9: 1343-1368 (2008) - 2003
- [j3]Yoonkyung Lee, Cheol-Koo Lee:
Classification of Multiple Cancer Types by Multicategory Support Vector Machines Using Gene Expression Data. Bioinform. 19(9): 1132-1139 (2003) - 2002
- [j2]Yi Lin, Yoonkyung Lee, Grace Wahba:
Support Vector Machines for Classification in Nonstandard Situations. Mach. Learn. 46(1-3): 191-202 (2002) - [j1]Yi Lin, Grace Wahba, Hao Zhang, Yoonkyung Lee:
Statistical Properties and Adaptive Tuning of Support Vector Machines. Mach. Learn. 48(1-3): 115-136 (2002)
Coauthor Index
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