While you cannot delete a guest, you can deactivate someone's registration. To do this, select the guest you want to deactivate from your guest list.
After their contact card shows up, select the "Registration" tab. Toggle the "Registration Status" to "OFF".
The guest will no longer show up on your guest list.
Please note, guests can be reactivated at any time!