She was married to Martin Scorsese from 1979 to 1982. After her marriage to Scorsese ended, she married Jon Wiedemann (1983–1986). He is a Harvard-educated model from Texas. Later, she dated David Lynch, Gary Oldman, and Gregory Mosher.