Bernoulli factories and black-box reductions in mechanism design

Abstract

In this letter, we report on our work providing a polynomial time reduction from Bayesian incentive compatible mechanism design to Bayesian algorithm design for welfare maximization problems. Unlike prior results, our reduction achieves exact incentive compatibility for problems with multidimensional and continuous type spaces.