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P. Petersen

25 papers hereh-index 152.2k citations43 works total

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

author position
  • sole author1
  • first author7
  • middle author7
  • last author10

Across the 25 of 25 papers where every author was matched, so the position is known.

fields
  • math.FA12
  • cs.LG6
  • math.NA5
  • eess.IV1
  • math.GN1
same name
  • P. Petersen — 16 papers, h 26
  • P. Petersen — 7 papers, h 3
  • P. Petersen — 5 papers, h 4
  • P. Petersen — 1 paper, h 23
  • P. Petersen — 1 paper, h 19
  • P. Petersen — 1 paper, 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
20152026
most citedOptimal learning of high-dimensional classification problems using deep neural networks

4 citations · 6 across the 13 of their papers we have counts for

collaborators
Showing 2018 · math.GNShow all

1 paper · 2 filters

math.GN2018

Topological properties of the set of functions generated by neural networks of fixed size

Philipp Petersen, Mones Raslan, Felix Voigtlaender

We analyze the topological properties of the set of functions that can be implemented by neural networks of a fixed size. Surprisingly, this set has many undesirable properties. It…

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