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researcher

Peter Hinz

5 papers here

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

author position
  • sole author2
  • first author2
  • middle author1

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • stat.ML3
  • cs.LG1
  • math.OC1

identity via Semantic Scholar / OpenAlex

activity
20182021
most citedUsing activation histograms to bound the number of affine regions in ReLU feed-forward neural networks

1 citations · 2 across the 3 of their papers we have counts for

collaborators
Showing math.OCShow all

1 paper · 1 filter

math.OC2020★ 1 cited

Deep ReLU Programming

Peter Hinz, Sara van de Geer

Feed-forward ReLU neural networks partition their input domain into finitely many "affine regions" of constant neuron activation pattern and affine behaviour. We analyze their math…

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