YOONKYUNG LEE

My research interests include nonparametric function estimation, reproducing kernel Hilbert space methods in particular, classification, and statistical learning. In general, I am interested in developing methods and computational tools to cope with problems which feature a vast amount of data and complex underlying mechanism. To enhance our statistical understanding of machine learning methods and improve their interpretability and effectiveness for large scale high dimensional data, my current research focuses on feature selection, model selection, and their ramifications.