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Bayesian synthesis of probabilistic programs for automatic data modeling.

, , , , and . Proc. ACM Program. Lang., 3 (POPL): 37:1-37:32 (2019)

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Incremental inference for probabilistic programs., , , , and . PLDI, page 571-585. ACM, (2018)AIDE: An algorithm for measuring the accuracy of probabilistic inference algorithms., and . NIPS, page 3000-3010. (2017)Cloth grasp point detection based on multiple-view geometric cues with application to robotic towel folding., , , and . ICRA, page 2308-2315. IEEE, (2010)Using probabilistic programs as proposals., and . CoRR, (2018)Measuring the non-asymptotic convergence of sequential Monte Carlo samplers using probabilistic programming., and . CoRR, (2016)Trace types and denotational semantics for sound programmable inference in probabilistic languages., , , , and . Proc. ACM Program. Lang., 4 (POPL): 19:1-19:32 (2020)Recursive Monte Carlo and variational inference with auxiliary variables., , and . UAI, volume 180 of Proceedings of Machine Learning Research, page 1096-1106. PMLR, (2022)Quantifying the probable approximation error of probabilistic inference programs., and . CoRR, (2016)A social network of hospital acquired infection built from electronic medical record data., , , , and . J. Am. Medical Informatics Assoc., 20 (3): 427-434 (2013)Bringing clothing into desired configurations with limited perception., , , , and . ICRA, page 3893-3900. IEEE, (2011)