Bring a large pot of salted water to a boil. Add potatoes and cook until tender, 20 to 30 minutes.
In the bowl of a stand mixer with the flat beater attached, blend sweet potatoes. Slowly add milk, about 1/2 a cup at a time. Add butter, maple syrup and brown sugar. Blend until desired consistency.