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Probabilistic programming: Bayesian Non-Parametrics and Semantics [3/4] - Sam Staton - OPLSS 2019
Sam Staton: Categorical models of probability with symmetries
Tutorial: Probabilistic programming - a categorical tutorial (Sam Staton)
Probabilistic programming: Bayesian Non-Parametrics and Semantics [4/4] - Sam Staton - OPLSS 2019
Semantic models for higher-order Bayesian inference - Sam Staton, University of Oxford
Some Formal Structures in Probability
Semantic Foundations for Probabilistic Programming
[LAFI'22] Abstract types in probabilistic programming
Sam Staton, An equational characterization of quantum computation
[POPL 2021] Probabilistic Programming Semantics for Name Generation (full)
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Last Updated: August 15, 2026
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