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Matthias Hein

95 papers hereh-index 6518.5k citations174 works total

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

author position
  • first author6
  • middle author28
  • last author61

Across the 95 of 95 papers where every author was matched, so the position is known.

fields
  • cs.LG46
  • stat.ML18
  • cs.CV16
  • math.SP5
  • math.ST3
  • cs.SI2
same name
  • Matthias Hein — 12 papers, h 7
  • Matthias Hein — 6 papers, h 3
  • Matthias Hein — 3 papers, h 2
  • Matthias Hein — 3 papers, h 1
  • Matthias Hein — 3 papers, h 2
  • Matthias Hein — 3 papers, h 2

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20022023
most citedReliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks

598 citations · 2.9k across the 89 of their papers we have counts for

collaborators
Showing 2017 · stat.MLShow all

1 paper · 2 filters

stat.ML2017★ 22 cited

Clustering Signed Networks with the Geometric Mean of Laplacians

Pedro Mercado, Francesco Tudisco, Matthias Hein

Signed networks allow to model positive and negative relationships. We analyze existing extensions of spectral clustering to signed networks. It turns out that existing approaches…

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