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researcher

R. Kwitt

34 papers hereh-index 354.5k citations106 works total

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

author position
  • middle author26
  • last author7

Across the 33 of 34 papers where every author was matched, so the position is known.

fields
  • cs.CV19
  • cs.LG9
  • cs.SI2
  • stat.ML2
  • cs.NE1
  • eess.IV1

identity via Semantic Scholar / OpenAlex

activity
20142025
most citedDeep Learning with Topological Signatures

100 citations · 221 across the 31 of their papers we have counts for

collaborators
Showing cs.NEShow all

1 paper · 1 filter

cs.NE2020★ 5 cited

A Shooting Formulation of Deep Learning

François-Xavier Vialard, Roland Kwitt, Susan Wei +1

Continuous-depth neural networks can be viewed as deep limits of discrete neural networks whose dynamics resemble a discretization of an ordinary differential equation (ODE). Altho…

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