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Amortized Rejection Sampling in Universal Probabilistic Programming.

, , , , , , , , , , , and . AISTATS, volume 151 of Proceedings of Machine Learning Research, page 8392-8412. PMLR, (2022)

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Attention for Inference Compilation., , , , and . CoRR, (2019)Assisting the Adversary to Improve GAN Training., , and . IJCNN, page 1-8. IEEE, (2021)Deep Probabilistic Surrogate Networks for Universal Simulator Approximation., , , , , , and . CoRR, (2019)Uncertain Evidence in Probabilistic Models and Stochastic Simulators., , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 25486-25500. PMLR, (2023)Attention for Inference Compilation., , , , and . SIMULTECH, page 80-91. SCITEPRESS, (2022)Assisting the Adversary to Improve GAN Training., , and . CoRR, (2020)Probabilistic surrogate networks for simulators with unbounded randomness., , , , , , , and . UAI, volume 180 of Proceedings of Machine Learning Research, page 1423-1433. PMLR, (2022)Efficient Probabilistic Inference in the Quest for Physics Beyond the Standard Model., , , , , , , , , and 5 other author(s). NeurIPS, page 5460-5473. (2019)Etalumis: bringing probabilistic programming to scientific simulators at scale., , , , , , , , , and 7 other author(s). SC, page 29:1-29:24. ACM, (2019)Amortized Rejection Sampling in Universal Probabilistic Programming., , , , , , , , , and 2 other author(s). CoRR, (2019)