Miller was born in Los Angeles, California. Miller's father was Sidney Miller, an actor, director, and writer, and his mother was the agent Iris Burton. Miller's former stepmother is actress Dorothy Green. He attended Bancroft Junior High School, in Hollywood, California. Two of his most recognizable roles are that of playing Bobby C in Saturday Night Fever, and as Ralph for the film Fame.