Ph.D., Computer Science, Stanford University
M.S., Computer Science, Stanford University
M.S., Applied Physics, Stanford University
B.S., Physics and Computer Science, Seoul National University
Associate Professor of Electrical Engineering and Computer Science, College of Engineering, University of Michigan
Machine Learning: deep Learning, representation learning, unsupervised and semi-supervised learning, transfer learning, graphical models, and optimization. Application of machine learning to computer vision, medical and biological pattern recognition, audio recognition, and robotic perception.