1 code implementation • 20 Jun 2021 • Benedict Leimkuhler, Tiffany Vlaar, Timothée Pouchon, Amos Storkey
We employ constraints to control the parameter space of deep neural networks throughout training.
no code implementations • 17 Jun 2020 • Benedict Leimkuhler, Timothée Pouchon, Tiffany Vlaar, Amos Storkey
We propose a method for efficiently incorporating constraints into a stochastic gradient Langevin framework for the training of deep neural networks.