Yoonkyung Lee

According to our database, Yoonkyung Lee authored at least 12 papers between 2002 and 2023.

Collaborative distances:

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

2023

The Geometry of Nonlinear Embeddings in Kernel Discriminant Analysis.

Jiae Kim, Yoonkyung Lee, Zhiyu Liang

IEEE Trans. Pattern Anal. Mach. Intell., April, 2023

2020

Generalized Principal Component Analysis: Projection of Saturated Model Parameters.

Andrew J. Landgraf, Yoonkyung Lee

Technometrics, 2020

Dimensionality reduction for binary data through the projection of natural parameters.

Andrew J. Landgraf, Yoonkyung Lee

J. Multivar. Anal., 2020

2015

Statistical Optimality in Multipartite Ranking and Ordinal Regression.

Kazuki Uematsu, Yoonkyung Lee

IEEE Trans. Pattern Anal. Mach. Intell., 2015

Does modeling lead to more accurate classification?: A study of relative efficiency in linear classification.

Yoonkyung Lee, Rui Wang

J. Multivar. Anal., 2015

2014

Two tales of variable selection for high dimensional regression: Screening and model building.

Cong Liu, Tao Shi, Yoonkyung Lee

Stat. Anal. Data Min., 2014

Another look at linear programming for feature selection via methods of regularization.

Yonggang Yao, Yoonkyung Lee

Stat. Comput., 2014

2013

Eigen-analysis of nonlinear PCA with polynomial kernels.

Zhiyu Liang, Yoonkyung Lee

Stat. Anal. Data Min., 2013

2008

A Bahadur Representation of the Linear Support Vector Machine.

Ja-Yong Koo, Yoonkyung Lee, Yuwon Kim, Changyi Park

J. Mach. Learn. Res., 2008

2003

Classification of Multiple Cancer Types by Multicategory Support Vector Machines Using Gene Expression Data.

Yoonkyung Lee, Cheol-Koo Lee

Bioinform., 2003

2002

Statistical Properties and Adaptive Tuning of Support Vector Machines.

Yi Lin, Grace Wahba, Hao Zhang, Yoonkyung Lee

Mach. Learn., 2002

Support Vector Machines for Classification in Nonstandard Situations.

Yi Lin, Yoonkyung Lee, Grace Wahba

Mach. Learn., 2002