Timothée Pouchon | DeepAI

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Featured Co-authors

Amos Storkey
54 publications
Benedict Leimkuhler
15 publications
Tiffany Vlaar
6 publications

research

∙ 06/20/2021

Better Training using Weight-Constrained Stochastic Dynamics

We employ constraints to control the parameter space of deep neural netw...

23 Benedict Leimkuhler, et al. ∙

research

∙ 06/17/2020

Constraint-Based Regularization of Neural Networks

We propose a method for efficiently incorporating constraints into a sto...

14 Benedict Leimkuhler, et al. ∙