A proven technique of keeping feet warm is through the use of chemical warmers. I put these on top of my socks before a long ride in cold weather. The chemical warmers emit heat through oxidation and are usually good for 3 to 4 hours. I have used them successfully to keep my feet toasty in temps below -10°C not including windchill.