I think they will, but the later you start them, the sooner they will flower and slow down on the potato-tuber production.
So the best bet is to get them into the ground practically as soon as the ground is workable.
They can even survive gentle frosts. Remember, potatoes are a high mountain plant originally from the Andes, so they can take some pretty harsh weather.
ping