Place all ingredients aside from the sparkling wine into a blender and puree until smooth, at least 1 whole minute. At this point you can prepare the kumquat puree up to 5 days ahead of time and keep in the refrigerator.
When ready to serve, fill up each champagne glass a third of the way with the kumquat puree, then top them off with the wine.