Aaron's father was Thomas. He was an artist and you will also find that one of his paintings is in Charles Widmore's office.
I believe it was in Season 1 where we met Thomas. Remember, he was really excited about having the baby at first, but then decided he all of a sudden was not so excited about it and left. That's what led Claire to adoption and thus her being on the plane.