Buff the spot with a damp cotton cloth dabbed with toothpaste. If it is really stubborn, mix some baking soda with the toothpaste. This will work unless the stain has gone all the way through to the finish.
You can't. The only way you could would be to cut it out. Although the cut could be very deep. After which you could fill it in with wood that was not white.