In addition to everything which Grubbypaws has noted, generally you put just a fairly shallow layer of compost in the planter to start with, and put the tubers in there and cover them over. Add more compost as the haulms (stems and leaves) grow through the existing compost layer, until you reach the top of the planter.
In this way, you're reproducing the 'earthing up' of traditional soil growing.