Carrot cake may be eaten plain , but it is commonly either glazed or covered with white icing or cream cheese icing and walnuts , often cut . Carrot cake may be eaten plain , but it is commonly either glazed or topped with white icing or cream cheese icing and walnuts , usually chopped .