Infinitely Deep Bayesian Neural Networks with Stochastic Differential Equations

Winnie Xu, Ricky T. Q. Chen, Xuechen Li, David Duvenaud. Infinitely Deep Bayesian Neural Networks with Stochastic Differential Equations. In Gustau Camps-Valls, Francisco J. R. Ruiz, Isabel Valera, editors, International Conference on Artificial Intelligence and Statistics, AISTATS 2022, 28-30 March 2022, Virtual Event. Volume 151 of Proceedings of Machine Learning Research, pages 721-738, PMLR, 2022. [doi]

Abstract

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