Garfien was born in Mukacevo, Carpathian Ruthenia, Czechoslovakia . He was married to actress Carroll Baker from 1955 until they divorced in 1969. They had two daughters. Garfien died on December 30, 2019 in Manhattan from leukemia-related problems at the age of 89.