How isotropic kernels perform on simple invariants

Jonas Paccolat, Stefano Spigler, Matthieu Wyart

We investigate how the training curve of isotropic kernel methods depends on the symmetry of the task to be learned, in several settings. (i) We consider a regression task, where t…