For a visual of ease in and ease out, see the animation halfway down this page:
http://jjgifford.com/expressions/basics/interpolation.html
So they both leave and arrive at the same time, the in or out just has to do where the slow down or speed up occurs.
That page is technically about interpolation in expressions but the principal is the same for keyframes.