Efficient and principled score estimation with Nyström kernel exponential families

Danica J. Sutherland, Heiko Strathmann, Michael Arbel +1

We propose a fast method with statistical guarantees for learning an exponential family density model where the natural parameter is in a reproducing kernel Hilbert space, and may…