A fat guy can still be attractive and especially so if he makes a lot of money. Money is a very widely known aphrodisiac.
Also some other poster here also mentioned genetics and the Major Histocompatibility Complex when we are choosing a partner.
http://academic.research.microsoft.com/Paper/3958526.aspx?viewType=1