I've had pretty good luck (on my 20" wheels) with some slightly shorter pads I found at PerformanceBike. What I think would *really* help is a wider rim which would allow the use of the soft-riding wider tires without the "overhang" at the rim edge. That would provide more clearance for the brake pads (and maybe prevent pinch flats a bit!).
Steve