Ah, you are not familiar with the term? A sort of fancy party, where everyone dresses up wears elaborate masks to match. In very formal ones, everybody must wear a mask, so nobody knows the identities of the other guests going in, but this is somewhat more casual than that.

Dreadfully fun~