Yoonkyung (Yoon) Lee
My research interests are statistical learning and multivariate analysis with a specific focus on classification, ranking, dimensionality reduction, and kernel methods. I am interested in problems at the intersection of statistics and machine learning. My recent focus is on methodology for modeling latent structures in multivariate data and framework for understanding model stability and complexity in predictive settings.
November 2020: Congratulations to Jiae Kim for her dissertation defense!
July 2020: I have joined the Editorial Board of Journal of Machine Learning Research.
Editorial Board Reviewer, Journal of Machine Learning Research since 2020
Associate Editor, Statistical Analysis and Data Mining since 2011
Associate Editor, Econometrics and Statistics since 2019
Associate Editor, Chemometrics and Intelligent Laboratory Systems since 2018
Associate Editor, Journal of the Korean Statistical Society since 2017
Note for prospective students:
Admissions to the graduate programs are determined by the department committee, not by individual faculty. My apology for not responding to emails regarding graduate admissions!