Declarative probabilistic programming with Datalog

<p>Probabilistic programming languages are used for developing statistical models. They typically consist of two components: a specification of a stochastic process (the prior), and a specification of observations that restrict the probability space to a conditional subspace (the poste...

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Bibliographic Details
Main Authors: Barany, V, Ten Cate, B, Kimelfeld, b, Olteanu, D, Vagena, Z
Format: Journal article
Published: Association for Computing Machinery 2017