Karen was born on November 28, 1923 in Wilkes-Barre, Pennsylvania to a Russian-Jewish family. He studied at Neighborhood Playhouse School of the Theatre. Karen was married to Susan Reed from 1958 until they divorced in 1967. They had one child. He married Alba Francesca in 1986. 