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Computable de Finetti measures

6 December 2009
Cameron E. Freer
Daniel M. Roy
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Abstract

We prove a uniformly computable version of de Finetti's theorem on exchangeable sequences of real random variables. As a consequence, exchangeable stochastic processes in probabilistic functional programming languages can be automatically rewritten as procedures that do not modify non-local state. Along the way, we prove that a distribution on the unit interval is computable if and only if its moments are uniformly computable.

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