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Suspension Analysis and Selective Continuation-Passing Style for Universal Probabilistic Programming Languages.

, , , , and . ESOP (2), volume 14577 of Lecture Notes in Computer Science, page 302-330. Springer, (2024)

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Automatic Alignment of Sequential Monte Carlo Inference in Higher-Order Probabilistic Programs., , , and . CoRR, (2018)Automatic Alignment in Higher-Order Probabilistic Programming Languages., , , and . ESOP, volume 13990 of Lecture Notes in Computer Science, page 535-563. Springer, (2023)Delayed Sampling and Automatic Rao-Blackwellization of Probabilistic Programs., , , , and . AISTATS, volume 84 of Proceedings of Machine Learning Research, page 1037-1046. PMLR, (2018)Correctness of Sequential Monte Carlo Inference for Probabilistic Programming Languages., , and . ESOP, volume 12648 of Lecture Notes in Computer Science, page 404-431. Springer, (2021)Universal Probabilistic Programming Language Compilation with Parallel Efficient Sequential Monte Carlo Inference., , , , , and . CoRR, (2021)Correctness of Sequential Monte Carlo Inference for Probabilistic Programming Languages., , and . CoRR, (2020)Suspension Analysis and Selective Continuation-Passing Style for Higher-Order Probabilistic Programming Languages., , , , and . CoRR, (2023)Correct and Efficient Monte Carlo Inference for Universal Probabilistic Programming Languages.. Royal Institute of Technology, Stockholm, Sweden, (2023)base-search.net (ftkthstockholm:oai:DiVA.org:kth-324496).Compiling Universal Probabilistic Programming Languages with Efficient Parallel Sequential Monte Carlo Inference., , , , , and . ESOP, volume 13240 of Lecture Notes in Computer Science, page 29-56. Springer, (2022)Suspension Analysis and Selective Continuation-Passing Style for Universal Probabilistic Programming Languages., , , , and . ESOP (2), volume 14577 of Lecture Notes in Computer Science, page 302-330. Springer, (2024)