We characterize the power of constant-depth Boolean circuits in generating uniform symmetric distributions. Let f\colon\{0,1\}^m\to\{0,1\}^n be a Boolean function where each output bit of f depends only on O(1) input bits. Assume the output distribution of f on uniform input bits is close to a uniform distribution \mathcal D with ... more >>>