Judd was born in Excelsior Springs, Missouri, but raised in Marfa, Texas. He studied at College of William and Mary, Columbia University School of General Studies and at the Art Students League of New York. Judd died on February 12, 1994 in Manhattan, New York from non-Hodgkin lymphoma at the age of 65.