 Rosenberg was born in Brooklyn, New York City, the son of Sara (née Kaminsky) and David Rosenberg.He studied Irish literature at New York University in Manhattan, and began working as an apprentice film editor while in graduate school.After advancing to film editor, he began directing with episodes of the syndicated television series "Decoy" (1957–59), starring Beverly Garland as an undercover police woman.