Variational multiple shooting for Bayesian ODEs with Gaussian processes

Pashupati Hegde, Çagatay Yildiz, Harri Lähdesmäki, Samuel Kaski, Markus Heinonen. Variational multiple shooting for Bayesian ODEs with Gaussian processes. In James Cussens, Kun Zhang 0001, editors, Uncertainty in Artificial Intelligence, Proceedings of the Thirty-Eighth Conference on Uncertainty in Artificial Intelligence, UAI 2022, 1-5 August 2022, Eindhoven, The Netherlands. Volume 180 of Proceedings of Machine Learning Research, pages 790-799, PMLR, 2022. [doi]

Abstract

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