| Yoonkyung Lee | |
|---|---|
| Alma mater | Seoul National University University of Wisconsin-Madison |
| Known for | kernel method dimensionality reduction machine learning |
| Scientific career | |
| Fields | Statistics |
| Thesis | Multicategory Support Vector Machines, Theory, and Application to the Classification of Microarray Data and Satellite Radiance Data (2002) |
| Doctoral advisor | Grace Wahba |
Yoonkyung Lee is a professor of statistics at Ohio State University, and also holds a courtesy appointment in computer science and engineering at Ohio State. Her research takes a statistical approach to kernel methods, dimensionality reduction, and regularization in machine learning.
Professional career
Lee earned bachelor's and master's degrees in computer science and statistics from Seoul National University in Korea in 1994 and 1996. She completed her Ph.D. in statistics in 2002 at the University of Wisconsin–Madison, under the supervision of Grace Wahba and Yi Lin, with a dissertation about support vector machines and their applications to microarray and satellite data. She joined the Ohio State faculty in 2002 and was promoted to full professor in 2016.
Recognition
In 2015, Lee was elected as a Fellow of the American Statistical Association "for fundamental and influential research on the multicategory support vector machine; for work at the edge of statistics and computer science and building a bridge between the statistics and machine learning communities; and for editorial and program committee service to the profession."
References
- ^ Curriculum vitae, retrieved 2016-07-10.
- Yoonkyung Lee at the Mathematics Genealogy Project
- "ASA name 62 new Fellows", IMS Bulletin, October 2, 2015.
- ASA name 62 new Fellows: Selection honors each as "foremost members" of statistical science (PDF), American Statistical Association, June 4, 2015, retrieved 2016-07-10.
External links
Categories:- Living people
- American computer scientists
- South Korean computer scientists
- South Korean women computer scientists
- American statisticians
- South Korean statisticians
- Women statisticians
- Seoul National University alumni
- University of Wisconsin–Madison College of Letters and Science alumni
- Ohio State University faculty
- Fellows of the American Statistical Association
- 21st-century South Korean women scientists
- 21st-century South Korean scientists
- American women computer scientists
- 21st-century American mathematicians
- 21st-century American women scientists