Parameter-Level Attribution of Symmetry in Trained Networks Though Parameter-Wise Functional Sensitivity

Alan Muriithi, Vedanta Thapar, Torben Berndt

When a network has learned a function with a known symmetry, can that symmetry be moved through the parametrisation---is there a motion in parameter space realising the group actio…