You can go back to the previous profile, as long as you haven't already made selections on all of the available profiles in your Daily Picks or Likes You sections. Once you've gone through the profiles listed there, you cannot go back. 

To go to the previous selection, tap the backward arrow icon in the top, right area of your screen.