Stochastic continuous normalizing flows: training SDEs as ODEs

Liam Hodgkinson, Christopher van der Heide, Fred Roosta, Michael W. Mahoney. Stochastic continuous normalizing flows: training SDEs as ODEs. In Cassio P. de Campos, Marloes H. Maathuis, Erik Quaeghebeur, editors, Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, UAI 2021, Virtual Event, 27-30 July 2021. Volume 161 of Proceedings of Machine Learning Research, pages 1130-1140, AUAI Press, 2021. [doi]

Authors

Liam Hodgkinson

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Christopher van der Heide

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Fred Roosta

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Michael W. Mahoney

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