Joint Group Invariant Functions on Data-Parameter Domain Induce Universal Neural Networks

Sho Sonoda, Hideyuki Ishi, Isao Ishikawa +1

The symmetry and geometry of input data are considered to be encoded in the internal data representation inside the neural network, but the specific encoding rule has been less inv…