To delete an upcoming event, go to the Event page and click on the event you want to delete. Click the Manage Event button and choose Delete event.

A pop-up confirming you want to delete the event shows, so choose the Yes, delete option to continue to delete the event.

The event will then be deleted from the community and removed from members' calendars via an event cancelation email containing an .cs file: