Not until the event is past or you put an expiration date on the event.
Right, and if they leave the invitation in their inbox and do not delete it, it will show as tentative on their calendar and will still pop up a reminder. If the invitee deletes the invitation it will come off their calendar as well.
After further research, this is called a “Sniffer”. Thanks for your responses to my question!