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LF-PPL: A Low-Level First Order Probabilistic Programming Language for Non-Differentiable Models.

, , , , , and . AISTATS, volume 89 of Proceedings of Machine Learning Research, page 148-157. PMLR, (2019)

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Inference Trees: Adaptive Inference with Exploration, , , , , , and . (2018)cite arxiv:1806.09550.Program Analysis for Overlaid Data Structures., , and . CAV, volume 6806 of Lecture Notes in Computer Science, page 592-608. Springer, (2011)A Semantic Basis for Local Reasoning., and . FoSSaCS, volume 2303 of Lecture Notes in Computer Science, page 402-416. Springer, (2002)On Nesting Monte Carlo Estimators., , , and . ICML, volume 80 of Proceedings of Machine Learning Research, page 4264-4273. PMLR, (2018)Abstraction for Concurrent Objects., , , and . ESOP, volume 5502 of Lecture Notes in Computer Science, page 252-266. Springer, (2009)Smoothness Analysis for Probabilistic Programs with Application to Optimised Variational Inference., , and . Proc. ACM Program. Lang., 7 (POPL): 335-366 (January 2023)Possible worlds and resources: the semantics of BI., , and . Theor. Comput. Sci., 315 (1): 257-305 (2004)α-Stable convergence of heavy-tailed infinitely-wide neural networks., , , and . CoRR, (2021)Blaming the client: on data refinement in the presence of pointers., , , and . Formal Aspects Comput., 22 (5): 547-583 (2010)Automatic Verification of Pointer Programs Using Grammar-Based Shape Analysis., , and . ESOP, volume 3444 of Lecture Notes in Computer Science, page 124-140. Springer, (2005)