Overview to Sam Staton Programming Based Foundations For Statistics
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Probabilistic programming: Bayesian Non-Parametrics and Semantics [2/4] - Sam Staton - OPLSS 2019
Probabilistic programming: Bayesian Non-Parametrics and Semantics [3/4] - Sam Staton - OPLSS 2019
Some Formal Structures in Probability
Tutorial: Probabilistic programming - a categorical tutorial (Sam Staton)
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
Recursion and Sequentiality in Categories of Sheaves
[LAFI'22] Abstract types in probabilistic programming
Semantic Foundations for Probabilistic Programming
Sam Staton, An equational characterization of quantum computation
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Last Updated: August 15, 2026
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![Exclusive Probabilistic programming: Bayesian Non-Parametrics and Semantics [1/4] - Sam Staton - OPLSS 2019 Dev Index](https://i.ytimg.com/vi/rZJJAobaQxM/mqdefault.jpg)
![Probabilistic programming: Bayesian Non-Parametrics and Semantics [2/4] - Sam Staton - OPLSS 2019](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)
