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researcher

Tim Roith

20 papers hereh-index 9238 citations20 works total

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

author position
  • first author2
  • middle author11
  • last author7

Across the 20 of 20 papers where every author was matched, so the position is known.

fields
  • cs.LG6
  • math.OC5
  • cs.CV2
  • math.AP2
  • math.NA2
  • eess.IV1

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedContinuum Limit of Lipschitz Learning on Graphs

24 citations · 87 across the 20 of their papers we have counts for

collaborators
Showing 2024 · cs.LGShow all

1 paper · 2 filters

cs.LG2024

Adversarial flows: A gradient flow characterization of adversarial attacks

Lukas Weigand, Tim Roith, Martin Burger

A popular method to perform adversarial attacks on neuronal networks is the so-called fast gradient sign method and its iterative variant. In this paper, we interpret this method a…

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