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Yoonkyung Lee information


Yoonkyung Lee
Alma materSeoul National University
University of Wisconsin-Madison
Known forkernel method
dimensionality reduction
machine learning
Scientific career
FieldsStatistics
Thesis Multicategory Support Vector Machines, Theory, and Application to the Classification of Microarray Data and Satellite Radiance Data  (2002)
Doctoral advisorGrace 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.

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Yoonkyung Lee

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Yoonkyung Lee is a professor of statistics at Ohio State University, and also holds a courtesy appointment in computer science and engineering at Ohio...

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Quantile regression

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Efficient Quantile Regression for Heteroscedastic Models by, Yoonsuh Jung, Yoonkyung Lee, Steven N. MacEachern, https://www.tandfonline.com/doi/abs/10.1080/00949655...

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List of fellows of the American Statistical Association

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Johnson Timothy P. Johnson Mary J. Kwasny Mary Beth Landrum Jodi Lapidus Yoonkyung Lee James D. Leeper Bing Li Gang Li Peter V. Miller John P. Morgan Daniel...

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List of women in statistics

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in Statistics Mei-Ling Ting Lee, Taiwanese-American biostatistician known for her research on microarrays Yoonkyung Lee, Korean–American expert on multicategory...

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Grace Wahba

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Coefficients Doctoral advisor Emanuel Parzen Doctoral students Wing Hung Wong Yoonkyung Lee Hao Helen Zhang Website http://www.stat.wisc.edu/~wahba/...

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Street Woman Fighter

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the Second Rank, YGX's Jihyo and Yeojin from the Sub Rank, and HOOK's Yoonkyung Seon from the Assist Rank. The chosen Worst Dancers can choose another...

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Red Punch

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solo concept photos and moving poster teasers of members Yeonhee and Yoonkyung were released. On January 31, the solo concept photos and moving poster...

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Support vector machine

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Research. 2: 265–292. Archived (PDF) from the original on 2015-08-29. Lee, Yoonkyung; Lin, Yi & Wahba, Grace (2001). "Multicategory Support Vector Machines"...

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Fisher consistency

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Rates". Archived from the original on 2009-03-13. Retrieved 2009-01-09. Lee, Yoonkyung (Spring 2008). "Consistency" (PDF). Statistics 881: Advanced Statistical...

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Women in unions in South Korea

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Review. 18 (4): 491–498. doi:10.1080/10402650601030427. ISSN 1040-2659. Lee, Yoonkyung (2015-03-04). "Labor after Neoliberalism: The Birth of the Insecure...

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List of songs recorded by Shinee

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Melin, Chris Meyer Shinee The Best From Now On 2018 "Everybody" † Cho Yoonkyung, Coach & Sendo, Thomas Troelsen, Yoo Young-jin Everybody 2013 "Everybody"...

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Regularization perspectives on support vector machines

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Historical Approaches in Machine Learning (PDF). MIT (PhD thesis). Lee, Yoonkyung; Wahba, Grace (2012). "Multicategory Support Vector Machines". Journal...

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Manifold regularization

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 161–168. Retrieved 2015-12-16. Lin, Yi; Wahba, Grace; Zhang, Hao; Lee, Yoonkyung (2002). "Statistical properties and adaptive tuning of support vector...

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