Not like Michael Jackson chose to become whiter, he had vitiligo. ofc there were rumors that he bleached his skin but an autopsy proved that he at least had vitiligo.
To answer your original question tho, idk how exactly to define a weeaboo, but if there were an American culture version of it, this would be it.