Semantic Foundations For Probabilistic Programming Semantic Foundations For Probabilistic Programming

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Chris Heunen, University of Edinburgh Uncertainty in Computation. Eli Sennesh is a recent graduate of the PhD program in computer science at Northeastern, in which I (Max) and many other BCC ... Presented by Fredrik Dahlqvist. Presented at POPL'20. In 1854 George Boole published The Laws of Thought, and established Boolean algebra. Less well known is that half of this book ...

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Semantic models for higher-order Bayesian inference - Sam Staton, University of Oxford
Open Problems in Probabilistic Programming Semantics with Eli Sennesh
Tutorial: Probabilistic Programming and Semantics (Christine Tasson)
Christine Tasson: Introduction to probabilistic programming
Ohad Kammar - Semantic foundations for type-driven probabilistic modeling
Probabilistic programming: Bayesian Non-Parametrics and Semantics [1/4] - Sam Staton - OPLSS 2019
Causal Probabilistic Programming: Automating Reasoning In Simulation Models
Tutorial: Probabilistic Programming
A Live, Multiple-Representation Probabilistic Programming Environment for Novices
Semantics of Higher-Order Probabilistic Programs with Conditioning
Tutorial: Probabilistic programming - a categorical tutorial (Sam Staton)
Probabilistic Programming

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Last Updated: June 12, 2026

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