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Probability Sheaves and the Giry Monad - MaRDI portal

Probability Sheaves and the Giry Monad

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Publication:4580195

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DOI10.4230/LIPIcs.CALCO.2017.1zbMath1434.18004OpenAlexW2774191252MaRDI QIDQ4580195

Alex K. Simpson

Publication date: 13 August 2018

Full work available at URL: https://doi.org/10.4230/LIPIcs.CALCO.2017.1

zbMATH Keywords

category theory sheaves random variable conditional independence Giry monad

Mathematics Subject Classification ID

Semantics in the theory of computing (68Q55) Categorical semantics of formal languages (18C50) Presheaves and sheaves, stacks, descent conditions (category-theoretic aspects) (18F20) Probability in computer science (algorithm analysis, random structures, phase transitions, etc.) (68Q87)

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