Yoonkyung Lee

According to our database1, Yoonkyung Lee authored at least 10 papers between 2002 and 2020.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2020
The Geometry of Nonlinear Embeddings in Kernel Discriminant Analysis.
CoRR, 2020

2015
Statistical Optimality in Multipartite Ranking and Ordinal Regression.
IEEE Trans. Pattern Anal. Mach. Intell., 2015

Does modeling lead to more accurate classification?: A study of relative efficiency in linear classification.
J. Multivar. Anal., 2015

2014
Two tales of variable selection for high dimensional regression: Screening and model building.
Statistical Analysis and Data Mining, 2014

Another look at linear programming for feature selection via methods of regularization.
Stat. Comput., 2014

2013
Eigen-analysis of nonlinear PCA with polynomial kernels.
Statistical Analysis and Data Mining, 2013

2008
A Bahadur Representation of the Linear Support Vector Machine.
J. Mach. Learn. Res., 2008

2003
Classification of Multiple Cancer Types by Multicategory Support Vector Machines Using Gene Expression Data.
Bioinform., 2003

2002
Statistical Properties and Adaptive Tuning of Support Vector Machines.
Mach. Learn., 2002

Support Vector Machines for Classification in Nonstandard Situations.
Mach. Learn., 2002


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