Although many genome sequencing projects are completed or are nearing completion, important questions about the interpretation of those DNA sequences remain. This program surveys three very different computational methods that have been developed for the discovery of novel regulatory elements.  This is joint work with Mathieu Blanchette, Jeremy Buhler, Benno Schwikowski, and Saurabh Sinha. From the Series:CSE Colloquia - 2001