I'd also say "hair tie" if I want my hair tied into a ponytail. Maybe it's different in other places, but I understand that "hairband" is a U-shaped bad which fits over the whole head and keeps the hair away from the face.
If you want something larger, soft and (maybe) colourful, look for "scrunchie"