There are two things at play here: the expansion rate of the universe -- the rate at which the grid marks on the rubber sheet grow, and the speed at which distant objects attached to this sheet appear to recede from Earth. In a homogeneous universe, the rate of expansion is the same at all points in the universe, and is given by the Hubble parameter, [itex]H[/itex]. (Really, it's determined by the rate of the change of the scale factor, [itex]a(t)[/itex], which governs how meter sticks grow in time. In terms of the scale factor, the Hubble parameter is [itex]H=\dot{a}(t)/a(t)[/itex], where [itex]\dot{a}(t)[/itex] is the time derivative of [itex]a(t)[/itex].) Now, the speed at which distant objects recede from Earth depends on how far away that object is. This speed, [itex]v[/itex] is given by Hubble's Law:
[tex]v = Hr[/tex]
where [itex]r[/itex] is the distance to the object. So for a given, fixed rate of expansion (set by [itex]H[/itex]), we find that objects recede from us at a speed that is proportional to their distance from us.
So to finally answer your question, in the real universe, the Hubble parameter is generally a function of time, and so the rate of expansion of the universe varies with time, but not location in a homogeneous universe.