Measurable Cones and Stable, Measurable Functions

November 27, 2017 ยท The Ethereal ยท ๐Ÿ› Proc. ACM Program. Lang.

๐Ÿ”ฎ THE ETHEREAL: The Ethereal
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Authors Thomas Ehrhard, Michele Pagani, Christine Tasson arXiv ID 1711.09640 Category cs.LO: Logic in CS Cross-listed cs.PL Citations 81 Venue Proc. ACM Program. Lang. Last Checked 1 month ago
Abstract
We define a notion of stable and measurable map between cones endowed with measurability tests and show that it forms a cpo-enriched cartesian closed category. This category gives a denotational model of an extension of PCF supporting the main primitives of probabilistic functional programming, like continuous and discrete probabilistic distributions, sampling, conditioning and full recursion. We prove the soundness and adequacy of this model with respect to a call-by-name operational semantics and give some examples of its denotations.
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