Yoonkyung Lee

Available identifiers

zbMath Open lee.yoonkyungMaRDI QIDQ239347

List of research outcomes

Publication	Date of Publication	Type
Bayesian restricted likelihood methods: conditioning on insufficient statistics in Bayesian regression (with discussion)	2024-02-21	Paper
On Measuring Model Complexity in Heteroscedastic Linear Regression	2022-04-14	Paper
Predictive Model Degrees of Freedom in Linear Regression	2021-06-29	Paper
Two tales of variable selection for high dimensional regression: Screening and model building	2020-10-14	Paper
Dimensionality reduction for binary data through the projection of natural parameters	2020-09-29	Paper
Efficient quantile regression for heteroscedastic models	2020-03-27	Paper
Comments on: Support vector machines maximizing geometric margins for multi-class classification	2016-05-23	Paper
Regularization of case-specific parameters for robustness and efficiency	2016-03-04	Paper
Another look at linear programming for feature selection via methods of regularization	2015-10-16	Paper
Does modeling lead to more accurate classification? A study of relative efficiency in linear classification	2014-11-28	Paper
Eigen-analysis of nonlinear PCA with polynomial kernels	2014-01-21	Paper
A Comparison of Normalization Techniques for MicroRNA Microarray Data	2013-12-05	Paper
https://portal.mardi4nfdi.de/entity/Q3096153	2011-11-08	Paper
https://portal.mardi4nfdi.de/entity/Q5386441	2008-05-14	Paper
Structured multicategory support vector machines with analysis of variance decomposition	2007-04-23	Paper
https://portal.mardi4nfdi.de/entity/Q5488703	2006-09-22	Paper
Multicategory Support Vector Machines	2006-06-26	Paper
Statistical properties and adaptive tuning of support vector machines	2002-04-11	Paper
Support vector machines for classification in nonstandard situations	2002-04-11	Paper

Research outcomes over time

Doctoral students

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Known relations from the MaRDI Knowledge Graph

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