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Papers matching “program semantics” in Bayesian Modeling and Causal Inference 6

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Exact Probabilistic Inference Using Generating Functions
2023 arXiv (Cornell University) preprint Computer Science Bayesian Modeling and Causal Inference Open access

Lutz Klinkenberg, Mingshuai Chen, Joost-Pieter Katoen

1

citations
Foundations of Probabilistic Programming
2020 Cambridge University Press eBooks book Computer Science Bayesian Modeling and Causal Inference Open access

Fredrik Dahlqvist, Alexandra Silva, Dexter C. Kozen, Sam Staton, Daniel Huang, Greg Morrisett, +40 more

63

citations
Generative Datalog with Continuous Distributions
2022 Journal of the ACM article Computer Science Bayesian Modeling and Causal Inference Open access

Martin Grohe, Benjamin Lucien Kaminski, Joost-Pieter Katoen, Peter Lindner

5

citations
Foundations of probabilistic programming
2021 RWTH Publications (RWTH Aachen) book Computer Science Bayesian Modeling and Causal Inference Open access

Gilles Barthe, Joost-Pieter Katoen, Alexandra Silva

0

citations
Leakage-Free Probabilistic Jasmin Programs
2025 RWTH Publications (RWTH Aachen) conference-paper Computer Science Bayesian Modeling and Causal Inference Open access

José Bacelar Almeida, Denis Firsov, Tiago Ribeiro De Oliveira, Dominique Unruh

0

citations
Exact Bayesian Inference for Loopy Probabilistic Programs using Generating Functions
2024 Proceedings of the ACM on Programming Languages article Computer Science Bayesian Modeling and Causal Inference Open access

Lutz Klinkenberg, Mingshuai Chen, Darion Haase, Joost-Pieter Katoen

11

citations

6 results