EVen if you have studded tires, snow that deep is a drag. When the sand and salt mix the first day or so, and side streets are not cleared, the snow obtains a sort of sticky, damp cornstarch quality that just stops a bike in its tracks.

The sidewalks are often a better deal - tho here in Madison, the bike paths are cleared and much better riding.

Plan B: The Bus