Generative and Latent Mean Map Kernels

Nishant A. Mehta, Alexander G. Gray

We introduce two kernels that extend the mean map, which embeds probability measures in Hilbert spaces. The generative mean map kernel (GMMK) is a smooth similarity measure between…