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researcher

Chris Finlay

16 papers hereh-index 9701 citations26 works total

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

author position
  • first author10
  • middle author5
  • last author1

Across the 16 of 16 papers where every author was matched, so the position is known.

fields
  • cs.LG7
  • stat.ML3
  • math.AP2
  • astro-ph.IM1
  • cs.CV1
  • math.NA1

identity via Semantic Scholar / OpenAlex

activity
20172021
most citedHow to train your neural ODE: the world of Jacobian and kinetic regularization

97 citations · 173 across the 14 of their papers we have counts for

collaborators
Showing 2020 · stat.MLShow all

1 paper · 2 filters

stat.ML2020★ 97 cited

How to train your neural ODE: the world of Jacobian and kinetic regularization

Chris Finlay, Jörn-Henrik Jacobsen, Levon Nurbekyan +1

Training neural ODEs on large datasets has not been tractable due to the necessity of allowing the adaptive numerical ODE solver to refine its step size to very small values. In pr…

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