I would just buy new sticks. Replacing the RAM won't make you reinstall Windows, whereas replacing the motherboard you'll have to start fresh.
Though, an argument can be made for a new mobo if you want to use more than 16GB of RAM in the future (like if you like to use memory intensive programs).