The Collaborative International Dictionary of English v.0.48:

Concelebrate \Con*cel"e*brate\, v. t. [L. concelebratus, p. p.
   of concelebrare to concelebrate.]
   To celebrate together. [Obs.] --Holland.
   [1913 Webster]