Jana: Jointly amortized neural approximation of complex Bayesian models

Stefan T. Radev, Marvin Schmitt, Valentin Pratz, Umberto Picchini, Ullrich Köthe, Paul-Christian Bürkner. Jana: Jointly amortized neural approximation of complex Bayesian models. In Robin J. Evans 0002, Ilya Shpitser, editors, Uncertainty in Artificial Intelligence, UAI 2023, July 31 - 4 August 2023, Pittsburgh, PA, USA. Volume 216 of Proceedings of Machine Learning Research, pages 1695-1706, PMLR, 2023. [doi]

Authors

Stefan T. Radev

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Marvin Schmitt

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Valentin Pratz

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Umberto Picchini

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Ullrich Köthe

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Paul-Christian Bürkner

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