Our Dauphinoise Potatoes or Potatoes au Gratin is a perfect indulgent creamy side dish inspired by the French classic. Made with layers upon layers of finely sliced potatoes baked in, cream, garlic, butter until the potatoes are cooked and the cheese is bubbly and golden.