to cut them back between Valentine's Day and St. Patrick's Day.

That is what I always do for the big prunes. In our area, they bloom until a hard freeze, sometimes it is after Christmas. Then we tend to get a lot of freezes, and it is hard on them if they take a big pruning, then freeze.