Yoonkyung Lee

13 papers Journal 13
YearRankTypeTitle / Venue / Authors
2023 J jnl
The Geometry of Nonlinear Embeddings in Kernel Discriminant Analysis.
IEEE Trans. Pattern Anal. Mach. Intell.
Jiae Kim, Yoonkyung Lee, Zhiyu Liang
2020 J jnl
Dimensionality reduction for binary data through the projection of natural parameters.
J. Multivar. Anal.
Andrew J. Landgraf, Yoonkyung Lee
2020 J jnl
Generalized Principal Component Analysis: Projection of Saturated Model Parameters.
Technometrics
Andrew J. Landgraf, Yoonkyung Lee
2020 J jnl
The Geometry of Nonlinear Embeddings in Kernel Discriminant Analysis.
CoRR
Jiae Kim, Yoonkyung Lee, Zhiyu Liang
2015 J jnl
Does modeling lead to more accurate classification?: A study of relative efficiency in linear classification.
J. Multivar. Anal.
Yoonkyung Lee, Rui Wang
2015 J jnl
Statistical Optimality in Multipartite Ranking and Ordinal Regression.
IEEE Trans. Pattern Anal. Mach. Intell.
Kazuki Uematsu, Yoonkyung Lee
2014 J jnl
Another look at linear programming for feature selection via methods of regularization.
Stat. Comput.
Yonggang Yao, Yoonkyung Lee
2014 J jnl
Two tales of variable selection for high dimensional regression: Screening and model building.
Stat. Anal. Data Min.
Cong Liu, Tao Shi, Yoonkyung Lee
2013 J jnl
Eigen-analysis of nonlinear PCA with polynomial kernels.
Stat. Anal. Data Min.
Zhiyu Liang, Yoonkyung Lee
2008 J jnl
A Bahadur Representation of the Linear Support Vector Machine.
J. Mach. Learn. Res.
Ja-Yong Koo, Yoonkyung Lee, Yuwon Kim, Changyi Park
2003 J jnl
Classification of Multiple Cancer Types by Multicategory Support Vector Machines Using Gene Expression Data.
Bioinform.
Yoonkyung Lee, Cheol-Koo Lee
2002 J jnl
Statistical Properties and Adaptive Tuning of Support Vector Machines.
Mach. Learn.
Yi Lin, Grace Wahba, Hao Zhang, Yoonkyung Lee
2002 J jnl
Support Vector Machines for Classification in Nonstandard Situations.
Mach. Learn.
Yi Lin, Yoonkyung Lee, Grace Wahba