Any problem area where there are gutters, take them down and when you reinstall them in more appropriate and warmer weather conditions, put spacers behind them to give the ice melt more room around them from the drip edge under the shingles.
If you do not understand this, feel free to PM me and I will attempt to unconfused you further.
T