most citedUsing discrete Darboux polynomials to detect and determine preserved measures and integrals of rational maps

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math.OC2019

Deep learning as optimal control problems: models and numerical methods

Martin Benning, Elena Celledoni, Matthias J. Ehrhardt +2

We consider recent work of Haber and Ruthotto 2017 and Chang et al. 2018, where deep learning neural networks have been interpreted as discretisations of an optimal control problem…