Nokia's tire division makes studded bicycle tires. The problem bicycling on ice with these tires is the threat of cars sliding into you.

so i heard from friends, that the snow might actually a problem if you're outside a city; in some instances you'd be hard pressed to make it with a fat bike.

apart from that i guess you just have to ride carefully, but you the same applies to driving a car on icy roads.