Yes, but doing so will result in a sweeter taste. And, the measurements will be a little different. Instead of 1 3/4 cups chopped Yukon Gold potatoes, use 1 1/2 cups chopped sweet potatoes. You will also have to add more water. Start with 3/4 cup water and add more as needed in 1-tablespoon increments.