Universal Approximation on the Hypersphere

Tin Lok James Ng, Kwok-Kun Kwong

It is well known that any continuous probability density function on ${\mathbb{R}}^m$ can be approximated arbitrarily well by a finite mixture of normal distributions, provided that…