Symmetry-via-Duality: Invariant Neural Network Densities from Parameter-Space Correlators

Anindita Maiti, Keegan Stoner, James Halverson

Parameter-space and function-space provide two different duality frames in which to study neural networks. We demonstrate that symmetries of network densities may be determined via…