Just get a few thin layers on for the running. Winter running is surprisingly nice. Thin wind proof jacket does the trick. I'm on about 100km so far this month....
A bit tricky to find non icy spots, but then I stick to the road instead of our cycle paths. Luckily they also salt those...so not...