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researcher

P. Grohs

62 papers hereh-index 353.9k citations137 works total

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

author position
  • sole author2
  • first author28
  • middle author18
  • last author12

Across the 60 of 62 papers where every author was matched, so the position is known.

fields
  • math.FA26
  • cs.LG15
  • math.NA12
  • math.DG2
  • physics.comp-ph2
  • cs.IT1

identity via Semantic Scholar / OpenAlex

activity
20092023
most citedA proof that artificial neural networks overcome the curse of dimensionality in the numerical approximation of Black-Scholes partial differential equations

153 citations · 899 across the 45 of their papers we have counts for

collaborators
Showing 2017 · cs.ITShow all

1 paper · 2 filters

cs.IT2017★ 2 cited

Energy Propagation in Deep Convolutional Neural Networks

Thomas Wiatowski, Philipp Grohs, Helmut Bölcskei

Many practical machine learning tasks employ very deep convolutional neural networks. Such large depths pose formidable computational challenges in training and operating the netwo…

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