Comment by defen

Princeton has an extremely strong mathematics department (possibly the best in the world) plus the IAS is nearby. Perhaps they are looking for close collaboration with pure mathematicians? My understanding is that there are not very strong theoretical underpinnings to most of the machine learning techniques in use today.