Sherburne is the son of Jan and Paul Sherburne, who attended Marquette University Law School, and he has two brothers. Sherburne's brother Jimmy played college basketball at Princeton and helped the team reach the 2011 NCAA Tournament. He is a Green Bay Packers fan and attracted the attention of Packers quarterback Aaron Rodgers after the Virginia upset.
