GNNs trained on finite Cayley graphs generalize to truncated graphs of infinite groups including free abelian, Heisenberg, dihedral, and free groups.
Groups of Polynomial Growth and Expanding Maps
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From Finite Cayley Graphs to Growth of Infinite Groups
GNNs trained on finite Cayley graphs generalize to truncated graphs of infinite groups including free abelian, Heisenberg, dihedral, and free groups.