It's all about timing with the wireless keyboard. Pressing any
keys before the chime will not work. Press the keys as close
as possible to after te chime. It may take a few attempts to
get the timing right. Also, it seems it it easier to do it if the
Mini is shut down then restarted rather than after a reboot.
You can also try holding down the option key instead and
select the Recovery HD.