Freer, CE and Roy, DM (2012) Computable de Finetti measures. Annals of Pure and Applied Logic, 163. pp. 530-546. ISSN 0168-0072Full text not available from this repository.
We prove a computable version of the de Finetti theorem on exchangeable sequences of real random variables. As a consequence, exchangeable stochastic processes expressed 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. © 2011 Elsevier B.V..
|Uncontrolled Keywords:||Computable probability theory Exchangeability Mutation Probabilistic programming languages The de Finetti theorem|
|Divisions:||Div F > Computational and Biological Learning|
|Depositing User:||Cron Job|
|Date Deposited:||07 Mar 2014 11:29|
|Last Modified:||08 Dec 2014 02:27|