  We study non-expanding random walks on the space of affine lattices and
establish a new classification theorem for stationary measures. Further, we
prove a theorem that relates the genericity with respect to these random walks
to Birkhoff genericity. Finally, we apply these theorems to obtain several
results in inhomogeneous Diophantine approximation, especially on fractals.
