Either work, but I had trouble last night doing a party (looooong time to find a match and then sometimes a person would get dropped) so we used plain game invites and it worked without a hitch.
Party only seems to be a problem when the size gets above 8 players or so. I'll be on the MVP tonight so we'll see how that works out.
Just put that on