It's not interference per se, but as you said, a probability distribution. As far as I'm aware, physicists aren't sure exactly why such a distribution occurs, but it imitates what we'd expect form an interference pattern. It just supports the notion that light isn't really a particle, nor a wave - it's more of an entity that we can't liken to anything else.
Single slit diffraction essetially demonstrates interference as well: there's a path difference between light exiting different parts of the slit, and hence interference (or a probability distribution imitating interference) occurs. The same sort of thing happens with electrons being passed though crystal structures. As the electrons have a wavelength, they're going to display properties of diffraction and intererence. There's also a path difference, which depends on the spacing between the layers of the crystal, which hence influences the spacing between the rings on the pattern.