The Fast Loaded Dice Roller: A Near-Optimal Exact Sampler for Discrete Probability Distributions

Feras Saad, Cameron E. Freer, Martin Rinard, Vikash Mansinghka

Abstract: This paper introduces a new algorithm for the fundamental problem of generating a random integer from a discrete probability distribution using a source of independent and unbiased random coin flip...