BMW recommend rear wheels
https://www.youtube.com/watch?v=84p4MDj19vE
I've also seen advice (not BMW) to fit to the rear for uphill and front for down.
I'd trial fit them beforehand as it's no fun struggling on a mountain pass at -15 in the dark and finding they don't fit!
Another option are snow socks.