Classical Bayesian mechanism design is “centralized”, that is, the designer is assumed to know thedistribution D from which the players’ type profile has been drawn. We instead investigate a very “de-centralized” Bayesian model, where the designer has no knowledge at all, and each player only has someprobabilistic information about D.For this decentralized model and many con...