Have you tried ebay? It is an option. Also I would suggest a resale or consignment shop since this is a one of event.

You can always get a simple black dress and dress it up with accessories, this way you can wear it anywhere if some other event should come up.

Check out the plus size departments in your local stores... lots of clearance sales going on right now.