Neural tangent kernels, transportation mappings, and universal approximation

Ziwei Ji, Matus Telgarsky, Ruicheng Xian

This paper establishes rates of universal approximation for the shallow neural tangent kernel (NTK): network weights are only allowed microscopic changes from random initialization…