Medicare Premium Fairness Act - Amends title XVIII (Medicare) of the Social Security Act with respect to the part B (Supplementary Medical Insurance Benefits for Aged and Disabled) premium for 2011. Makes such premium, and the related monthly actuarial rate, the same as those for 2009.