I don't ride as much as I used to, but I do ride 4 miles every day to and from the train station. Rain/sleet/snow I ride.
When it is snowy/icy, I ride my upright folding bike with studded tires. I could mount studded tires on my commuting Cruzbike, but given my angle, I think balancing on icy...