Ph.D., Electrical Engineering, M.I.T., 1991. Joined the Princeton Electrical Engineering Department in 1991. His interests lie in statistical pattern recognition, learning theory, nonparametric estimation; signal, image, and video processing; information theory and communications; adaptive systems, hybrid systems; econometrics and finance. He has many publications in professional journals.