Piecewise Deterministic Markov Processes for Bayesian Neural Networks

Ethan Goan, Dimitri Perrin, Kerrie L. Mengersen, Clinton Fookes. Piecewise Deterministic Markov Processes for Bayesian Neural Networks. 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 712-722, PMLR, 2023. [doi]

Authors

Ethan Goan

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Dimitri Perrin

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Kerrie L. Mengersen

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Clinton Fookes

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