You can't discriminate against fat people just because you want to. Just like your can't discriminate by race, religion, or national origin. You can't discriminate by physical characteristics.
source: http://nation.foxnews.com/childhood-obesity/2011/05/11/lawmaker-wants-tax-parents-fat-kids