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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 2018 · math.SPShow all

2 papers · 2 filters

math.SP2018★ 39 cited

The Perron-Frobenius theorem for multi-homogeneous mappings

Antoine Gautier, Francesco Tudisco, Matthias Hein

The Perron-Frobenius theory for nonnegative matrices has been generalized to order-preserving homogeneous mappings on a cone and more recently to nonnegative multilinear forms. We…

math.SP2018★ 30 cited

A unifying Perron-Frobenius theorem for nonnegative tensors via multi-homogeneous maps

Antoine Gautier, Francesco Tudisco, Matthias Hein

We introduce the concept of shape partition of a tensor and formulate a general tensor eigenvalue problem that includes all previously studied eigenvalue problems as special cases.…

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