Computing Functions of Random Variables via Reproducing Kernel Hilbert Space Representations

Bernhard Schölkopf, Krikamol Muandet, Kenji Fukumizu +1

We describe a method to perform functional operations on probability distributions of random variables. The method uses reproducing kernel Hilbert space representations of probabil…