That was the traditional view (fatter made higher rolling resistance) but tests prove that the opposite is true in the real world (ie not on perfectly smooth surfaces). Something to do with wider tires deforming better at the contact patch. The only advantage to a skinny tire is the aero of the frontal surface area but that is negligible especially with wider and deeper rims these days.

Lots and lots of published studies but traditions die hard