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Synthesizing Tight Privacy and Accuracy Bounds via Weighted Model Counting., , and . CoRR, (2024)Model Checking Finite-Horizon Markov Chains with Probabilistic Inference., , , , , and . CAV (2), volume 12760 of Lecture Notes in Computer Science, page 577-601. Springer, (2021)Scaling exact inference for discrete probabilistic programs., , and . Proc. ACM Program. Lang., 4 (OOPSLA): 140:1-140:31 (2020)Symbolic Exact Inference for Discrete Probabilistic Programs., , and . CoRR, (2019)flip-hoisting: Exploiting Repeated Parameters in Discrete Probabilistic Programs., , , and . CoRR, (2021)Generating and Sampling Orbits for Lifted Probabilistic Inference., , and . UAI, volume 115 of Proceedings of Machine Learning Research, page 985-994. AUAI Press, (2019)On the Relationship Between Probabilistic Circuits and Determinantal Point Processes., , and . UAI, volume 124 of Proceedings of Machine Learning Research, page 1188-1197. AUAI Press, (2020)Lilac: a Modal Separation Logic for Conditional Probability., , and . CoRR, (2023)Probabilistic Program Abstractions., , and . UAI, AUAI Press, (2017)Probabilistic Logic Programming Semantics For Procedural Content Generation., , , , and . AIIDE, page 295-305. AAAI Press, (2023)