Print driver not saving color preferences

I just had this issue with a BizHub C554e on a couple of machines. The preferences would not stick at all.

The solution that karlespy suggests seems to work in our case, whatever happens after a reboot remains to see.
However, it's worth noting that in my case, on both the computers I've tried this, explorer.exe crashed after applying the Printing Defaults, but the settings seems to remain.