In 1957, he met Carolyn North Cooper at a church in Manhattan during a midnight mass, despite both being Jewish. He and Carolyn had three children together. He enjoyed cycling, and commuted to and from campus each day via bicycle. Strauss died on December 2, 2014, at his home in Berkeley, California, at the age of 78.