Neural SDEs as infinite-dimensional GANs

Stochastic differential equations (SDEs) are a staple of mathematical modelling of temporal dynamics. However, a fundamental limitation has been that such models have typically been relatively inflexible, which recent work introducing Neural SDEs has sought to solve. Here, we show that the current c...

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Bibliographic Details
Main Authors: Kidger, P, Foster, J, Li, X, Oberhauser, H, Lyons, T
Format: Journal article
Language:English
Published: Journal of Machine Learning Research 2021