How do you find out about this sort of thing before it happens? I regularly read LtU and did not see this there... I happened to be in Chicago last weekend and would have gone.
It's surprising just how many conferences are put on. I learned about some more from the Lisp in Summer Projects page[1].
TL;DR: dig into the community(ies) of conferences you're interested in. You'll still miss some.