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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)
Some Formal Structures in Probability
Semantic models for higher-order Bayesian inference - Sam Staton, University of Oxford
Probabilistic programming: Bayesian Non-Parametrics and Semantics [4/4] - Sam Staton - OPLSS 2019
[LAFI'22] Abstract types in probabilistic programming
Sam Staton: Expressive probabilistic programming :Discrete-time stochastic processes
Recursion and Sequentiality in Categories of Sheaves
[LAFI'23] What do posterior distributions of probabilistic programs look like
Semantic Foundations for Probabilistic Programming
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Last Updated: August 23, 2026
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![Full Probabilistic programming: Bayesian Non-Parametrics and Semantics [1/4] - Sam Staton - OPLSS 2019 Guide](https://i.ytimg.com/vi/rZJJAobaQxM/mqdefault.jpg)
![Details Probabilistic programming: Bayesian Non-Parametrics and Semantics [2/4] - Sam Staton - OPLSS 2019 News](https://i.ytimg.com/vi/a_3eyYTv4bQ/mqdefault.jpg)
![Probabilistic programming: Bayesian Non-Parametrics and Semantics [3/4] - Sam Staton - OPLSS 2019](https://i.ytimg.com/vi/49UY2PQmkQ8/mqdefault.jpg)
![Probabilistic programming: Bayesian Non-Parametrics and Semantics [4/4] - Sam Staton - OPLSS 2019](https://i.ytimg.com/vi/WEOxtrZ3Pk8/mqdefault.jpg)
![[LAFI'22] Abstract types in probabilistic programming](https://i.ytimg.com/vi/bx0HQPhdbS4/mqdefault.jpg)
![[LAFI'23] What do posterior distributions of probabilistic programs look like](https://i.ytimg.com/vi/rps5QO_qf8Y/mqdefault.jpg)
