You are not denying food to the parents, you are denying food to the children. They did not choose to be born, and they certainly didn’t choose the fiscal responsibility of their parents.
Maybe there is room in there to shame the parents or give them a slap on the wrist, but the kids are blameless and denying them food makes you probably a monster.