Jaewoo Lee

Assistant professor

Department of Computer Science,
University of Georgia,
Athens, GA
jaewoo.lee@uga.edu
Jaewoo Lee phto

Note

I am looking for hard-working and self-motivated Ph.D. students. If you are interested in machine learning or data privacy research, please contact me with your CV.

My Profile

I am an assistant professor in the computer science department at University of Georgia. Before joining UGA, I was a postdoctoral research associate working in Prof. Daniel Kifer's machine learning lab at PennState university. I received my Ph.D. in computer science in 2014 from Purdue university, where I studied privacy-preserving data analysis techniques under the supervision of Prof. Chris Clifton. Before joining Purdue, I was a member of database group at Yonsei university where I obtained my master and bachelor degrees in Computer Science. During my master study, I did research on developing efficient stream mining algorithms for high-dimensional data streams under the supervision of Prof. Won Suk Lee.

Teaching

Research

My primary research interests lie in the field of privacy-preserving machine learning, with particular emphasis on differentially private learning. I work on developing new statistical models and algorithms for performing various machine learning (including deep learning) tasks on sensitive data. The research topics of my interests are listed below, but not limited to:

Publication

†Unfortunately, the algorithm proposed in this paper has a technical problem and the privacy is not guaranteed. For details, see here