1 citations · 1 across the 1 of their papers we have counts for
2 papers
cs.LG2021★ 1 cited
Better Training using Weight-Constrained Stochastic Dynamics
Benedict Leimkuhler, Tiffany Vlaar, Timothée Pouchon +1
We employ constraints to control the parameter space of deep neural networks throughout training. The use of customized, appropriately designed constraints can reduce the vanishing…
math.AP2019
Effective models and numerical homogenization for wave propagation in heterogeneous media on arbitrary timescales
Assyr Abdulle, Timothée Pouchon
A family of effective equations for wave propagation in periodic media for arbitrary timescales , where is the period of the tensor…