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Timothée Pouchon

3 papers hereh-index 7106 citations14 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author2
  • last author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • math.AP1

identity via Semantic Scholar / OpenAlex

activity
20192021
most citedConstraint-Based Regularization of Neural Networks

6 citations · 7 across the 3 of their papers we have counts for

collaborators
Showing 2021Show all

1 paper · 1 filter

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…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.