Constraint-Based Regularization of Neural Networks

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Constraint-Based Regularization of Neural Networks

17 June 2020

Benedict Leimkuhler

Timothée Pouchon

Tiffany J. Vlaar

Amos Storkey

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Papers citing "Constraint-Based Regularization of Neural Networks"

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Title
Monte Carlo on manifolds in high dimensions Kerun Xu Miranda C. Holmes-Cerfon 53 2 0 21 Aug 2023
Informative regularization for a multi-layer perceptron RR Lyrae classifier under data shift Francisco Pérez-Galarce K. Pichara P. Huijse M. Catelán D. Méry 45 0 0 12 Mar 2023
Constrained Empirical Risk Minimization: Theory and Practice Eric Marcus Ray Sheombarsing Jan-Jakob Sonke Jonas Teuwen 72 1 0 09 Feb 2023
A Unifying and Canonical Description of Measure-Preserving Diffusions Alessandro Barp So Takao M. Betancourt Alexis Arnaudon Mark Girolami 72 17 0 06 May 2021
The shifted ODE method for underdamped Langevin MCMC James Foster Terry Lyons Harald Oberhauser 91 16 0 10 Jan 2021