As was mentioned, you can deduct the amounts you actually paid, even if you are not on the mortgage.
It is quite possible the IRS will send you a notice asking about the mortgage interest (because they did not receive a 1098 reporting the mortgage interest in your name), but you can just respond to the IRS notice indicating you are an owner of the home, and made the payments (you may need to show proof).
