Joe Shenouda (Electrical and Computer Engineering) advised by Rob Nowak (ECE), Kangwook Lee (ECE) and Stephen Wright (Computer Sciences) is interested in developing a theoretical understanding of deep learning. Currently, he is working towards precisely characterising the benefits of depth in deep neural networks.