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Measuring the non-asymptotic convergence of sequential Monte Carlo samplers using probabilistic programming., и . CoRR, (2016)Using probabilistic programs as proposals., и . CoRR, (2018)Trace types and denotational semantics for sound programmable inference in probabilistic languages., , , , и . Proc. ACM Program. Lang., 4 (POPL): 19:1-19:32 (2020)Recursive Monte Carlo and variational inference with auxiliary variables., , и . UAI, том 180 из Proceedings of Machine Learning Research, стр. 1096-1106. PMLR, (2022)A Family of Exact Goodness-of-Fit Tests for High-Dimensional Discrete Distributions., , , и . AISTATS, том 89 из Proceedings of Machine Learning Research, стр. 1640-1649. PMLR, (2019)Abstract Interpretation for Generalized Heuristic Search in Model-Based Planning., , и . CoRR, (2022)Probabilistic Programming with Stochastic Probabilities., , , и . Proc. ACM Program. Lang., 7 (PLDI): 1708-1732 (2023)AIDE: An algorithm for measuring the accuracy of probabilistic inference algorithms., и . NIPS, стр. 3000-3010. (2017)A Probabilistic Programming Approach To Probabilistic Data Analysis., и . NIPS, стр. 2011-2019. (2016)ProbNeRF: Uncertainty-Aware Inference of 3D Shapes from 2D Images., , , , , , и . AISTATS, том 206 из Proceedings of Machine Learning Research, стр. 10425-10444. PMLR, (2023)