no code implementations • 6 Jul 2022 • Grégoire Sergeant-Perthuis, Jakob Maier, Joan Bruna, Edouard Oyallon
In the context of Neural Networks defined over $\mathcal{M}$, it indicates that point-wise non-linear operators are the only universal family that commutes with any group of symmetries, and justifies their systematic use in combination with dedicated linear operators commuting with specific symmetries.
