The easiest way to remove any bitter flavor from Brussel sprouts is to cook them until they become lightly browned and caramelized to bring out the natural sugars. Sauteing or roasting Brussel sprouts does this much more effectively than boiling. If you still find the sprouts too bitter, you can add a touch of brown sugar or maple syrup to the pan while they are cooking.