Dauphinoise (DOE-PHEEN-NOWAAZ) potatoes is how the French say casserole of potatoes, heavy cream, and cheese. Thin slices of Yukon Gold potatoes get cooked in heavy cream flavored with garlic, bay leaves, and nutmeg, then baked in a casserole dish layered with shredded Gruyère cheese until golden and bubbling.